Patent Description:
A wide variety of intracorporeal medical devices, systems, and methods have been developed for medical use, for example, intravascular use. Some of these devices and systems include guidewires, catheters, processors, displays, and the like. These devices and systems are manufactured by any one of a variety of different manufacturing methods and may be used according to any one of a variety of methods. Of the known medical devices, systems, and methods, each has certain advantages and disadvantages. There is an ongoing need to provide alternative medical devices and systems as well as alternative methods for manufacturing and using medical devices and systems.

<CIT> relates to devices, systems, and methods of mapping a vessel system of a patient and identifying lesions therein. This includes a method of evaluating a vessel of a patient, the method comprising obtaining image data for the vessel of the patient, obtaining physiological measurements for the vessel of the patient, co-registering the obtained physiological measurements with the obtained image data such that the physiological measurements are associated with corresponding portions of the vessel of the patient, analyzing the co-registered physiology measurements to determine a classification of a lesion within the vessel of the patient, and outputting, to a user interface, the classification of the lesion. Other associated methods, systems, and devices are also provided herein.

This disclosure provides design, material, manufacturing methods, and use alternatives for medical devices, systems, and methods. An example is a system for evaluating a vessel of a patient using pressure measurements. The system comprises: a processor configured to: obtain a first series of pressure measurements from a first instrument within the vessel over a time period while the first instrument is moved longitudinally through the vessel from a first position to a second position; obtain a second series of pressure measurements from a second instrument positioned within the vessel over the time period while the second instrument remains in a fixed longitudinal position within the vessel; calculate a series of pressure ratio values using the first pressure measurements and the second pressure measurements; generate a pressure ratio curve for the time period using the series of pressure ratio values; output the pressure ratio curve to a display system; identify a stepped change in the pressure ratio curve using an automatic step detection process; obtain an image showing the position of the first instrument within the vessel that corresponds to the identified stepped change in the pressure ratio curve; register the image to the identified stepped change in the pressure ratio curve; and output the image to the display system.

Alternatively or additionally, the processor includes a user interface, and the processor is configured to selectively output the image to the display system upon a command by a user made through the user interface.

Alternatively or additionally, the command by the user includes the user positioning a cursor at a predetermined position on the display system.

Alternatively or additionally, the predetermined position on the display system includes a location of a stepped change indicator on the pressure ratio curve.

Alternatively or additionally, the processor is configured to output to the display system a stepped change indicator on the pressure ratio curve that corresponds to the identified stepped change on the pressure ratio curve.

Alternatively or additionally, the stepped change indicator includes an indicator at a starting point of the stepped change on the pressure ratio curve, an indicator at an ending point of the stepped change on the pressure ratio curve, an indicator showing the difference between a starting point and an ending point of the stepped change on the pressure ratio curve, or a combination of these.

Alternatively or additionally, the processor includes a user interface function, wherein the user interface function allows a user to position a cursor on the image, and in response, the processor is configured to output to the display system an indicator showing of a position on the pressure ratio curve that corresponds to the image.

Alternatively or additionally, the processor being configured to identify the stepped change includes the processor being configured to identify a starting point of the stepped change, and wherein the image shows the position of the first instrument within the vessel at the starting point of the stepped change.

Alternatively or additionally, the processor being configured to identify the stepped change includes the processor being configured to identify an ending point of the stepped change.

Alternatively or additionally, the processor is further configured to obtain a second image showing the position of the first instrument within vessel at the ending point of the stepped change, and to register the second image to the identified ending point of the stepped change.

Alternatively or additionally, the system further includes the display system.

Alternatively or additionally, the image is obtained and registered in real time upon the identification of the stepped change, or the image is obtained from a sequence or series of images captured during the time, and thereafter registered to the identified stepped change.

The automatic step detection process includes: identifying a general position of the starting point of the stepped change by identifying a change in the pressure ratio values within a first window along the pressure ratio curve that is at or above a first threshold change value; and identifying an optimized position of the starting point by identifying a change in the pressure ratio values within a second window along the pressure ratio curve that is at or above a second threshold change value, wherein the second window is smaller than the first window, and the second threshold change value is smaller than the first threshold change value.

The automatic step detection process further includes: identifying a general position of an ending point of the stepped change by identifying a change in the pressure ratio values within a third window along the pressure ratio curve that is at or below a third threshold change value, and identifying an optimized position of the ending point along the curve by identifying a change in the pressure ratio values within a fourth window along the pressure ratio curve that is at or below a fourth threshold change value, wherein the fourth window is smaller than the third window, and the fourth threshold change value is smaller than the third threshold change value.

Alternatively or additionally, the processor is further configured to identify one or more additional stepped changes in the curve using the automatic step detection process, and to obtain one or more additional images showing the position of the first instrument within the vessel that correspond to the one or more additional stepped changes, and to register the one or more additional images to the corresponding one or more additional stepped change.

Alternatively or additionally, wherein the system further includes the first instrument, and the first instrument comprises a pressure sensing guidewire.

Alternatively or additionally, the system further includes a pullback mechanism, and the pullback mechanism is configured to move the first instrument longitudinally through the vessel from the first position to the second position.

Alternatively or additionally, wherein the system further includes an imaging device, the imaging device configured to create the image showing the position of the first instrument within the vessel that corresponds to the identified stepped change, and to communicate the image to the processor.

Another embodiment includes a system for evaluating a vessel of a patient. The system comprising: a display system; and a processor in communication with the display system, the processor configured to: obtain a first series of pressure measurements from a first instrument within the vessel over a time period while the first instrument is moved longitudinally through the vessel from a first position to a second position; obtain a second series of pressure measurements from a second instrument positioned within the vessel over the time period while the second instrument remains in a fixed longitudinal position within the vessel; calculate a series of pressure ratio values using the first pressure measurements and the second pressure measurements; generate a pressure ratio curve for the time period using the series of pressure ratio values; output the pressure ratio curve to the display system; identify a starting point and an ending point of a stepped change in the pressure ratio curve using an automatic step detection process; obtain an image showing the position of the first instrument within the vessel that corresponds to the identified starting point of the stepped change in the pressure ratio curve; register the image to the identified starting point in the pressure ratio curve; and output the image to the display system.

Alternatively or additionally, the processor is further configured to: obtain a second image showing the position of the first instrument within the vessel that corresponds to the identified ending point of the stepped change in the pressure ratio curve; register the second image to the identified ending point in the pressure ratio curve; and output the second image to the display system.

Alternatively or additionally, the system further including a user interface, and in response to one or more predetermined user commands made through the user interface, the processor is configured to: output to the display the image showing the position of the first instrument within the vessel that corresponds to the stepped change, and output to the display a mark on the pressure ratio curve that corresponds to the image.

Another embodiment includes a method of evaluating a vessel of a patient. The method comprising: obtaining a first series of pressure measurements from a first instrument within the vessel over a time period while the first instrument is moved longitudinally through the vessel from a first position to a second position; obtaining a second series of pressure measurements from a second instrument positioned within the vessel over the time period while the second instrument remains in a fixed longitudinal position within the vessel; calculating a series of pressure ratio values using the first pressure measurements and the second pressure measurements; generating a pressure ratio curve for the time period using the series of pressure ratio values; displaying the pressure ratio curve; identifying a stepped change in the pressure ratio curve using an automatic step detection process; obtaining an image showing the position of the first instrument within the vessel that corresponds to the identified stepped change in the pressure ratio curve; registering the image to the identified stepped change in the pressure ratio curve; and displaying the image.

Additionally, when particular features, structures, and/or characteristics are described in connection with one embodiment, it should be understood that such features, structures, and/or characteristics may also be used in connection with other embodiments whether or not explicitly described unless clearly stated to the contrary.

During some medical interventions and/or diagnostic procedures, it may be desirable to provide a physiological assessment of the hemodynamic impact of one or more stenosis within a blood vessel. Such an assessment may be achieved by obtaining pressure measurements from within the vessel from both a first instrument positioned distal of an area of interest, such as one or more stenoses, and a second instrument positioned proximal of the area of interest. The pressure differential between the two pressure measurements within the vessel (e.g. the distal pressure measurement and the proximal pressure measurement) is used to calculate a pressure ratio of the two pressure measurements (the distal pressure measurement divided by the proximal pressure measurement). Such pressure ratios can be useful in assessing the hemodynamic impact of one or more stenosis within a blood vessel. In the context of this application, these ratios can be collectively and generally referred to as pressure ratio values. As used herein, the distal pressure measurement may often be referred to as Pd, and the proximal pressure measurement, which is the aortic pressure, may often be referred to as Pa.

Some examples of such useful pressure ratios include Factional Flow Reserve (FFR), resting whole-cycle distal pressure/proximal pressure (resting Pd/Pa), resting distal pressure/proximal pressure during diastole (dPR), Instantaneous Wave-free Ratio (iFR), or the like. These ratios may be useful, for example, for assessing the hemodynamic impact of a stenosis in a coronary artery. FFR is the pressure ratio (Pd/Pa) calculated by using average mean pressure measurements over a number of heartbeats over the whole cardiac cycle under the influence of a hyperemic agent, such as adenosine. Resting Pd/Pa is the pressure ratio (Pd/Pa) calculated using average mean pressure measurements over a number of heartbeats over the whole cardiac cycle at rest (e.g. without the influence of a hyperemic agent). dPR is the pressure ratio (Pd/Pa) calculated by using average mean pressure measurements over a number of heartbeats made during diastole. iFR is the pressure ratio (Pd/Pa) calculated by using average mean pressure measurements over a number of heartbeats restricted to an identified wave-free period during diastole. As such, each of these different pressure ratios may be understood as the ratio of Pd/Pa, with the difference among them being the timing parameters and conditions under which the underlying proximal and distal pressure measurements are made.

By comparing the calculated pressure ratio value to a threshold or predetermined value, medical personnel can be aided in determining if interventional treatment is necessary or warranted. For example, in the context of assessing the hemodynamic impact of a coronary stenosis, a pressure ratio value below a threshold value of <NUM> is indicative of stenosis potentially worthy of more aggressive or invasive treatments, such as angioplasty or stenting, while a pressure ratio value at or above the <NUM> threshold value may indicate stenosis (or lack thereof) potentially worthy of less aggressive or less invasive treatments, such as drug therapy or no treatment at all. While the above examples are representative of pressure ratios values that may be used in the coronary vasculature, the devices, systems, and methods described herein may also be used in a wide variety of other vascular applications. Other vascular applications may include the peripheral vasculature, including lower limb, carotid, and neurovascular; renal vasculature; and/or venous vasculature.

In some instances, it is useful to obtain and/or calculate a series of pressure ratio values in an area of interest along a portion of the length of a vessel. Significant and/or rapid stepped changes in the pressure ratio values along a portion of the length of the vessel can indicate one or more significant or focal stenosis at certain location(s) within the vessel. This may be particularly valuable in a case having a complex stenosis and/or series of stenoses along a portion of the length of the vessel. To obtain the pressure measurement data to calculate the series of pressure ratio values along a portion of a length of the vessel, the underlying distal and proximal pressure measurements, e.g., Pd and Pa, may be obtained over a period of time while one of the pressure measuring instrument, typically the instrument making the distal pressure measurements, is moved longitudinally from one side and through the area of interest in the vessel, while the other pressure measuring instrument, typically the instrument making the proximal pressure measurements, remains stationary on the other side of the area of interest in the vessel. The moving instrument is typically moved longitudinally though the area of interest, e.g., the stenosed area, proximally back toward the stationary instrument. Such a procedure may be referred to as a "pullback". However, it is contemplated that in other embodiments, the moving instrument may start close to or adjacent to the stationary instrument, and be moved longitudinally away from the stationary instrument, and distally though the area of interest. Such a procedure may be referred to as a "push-though".

It is often useful to generate a pressure ratio curve using the series of pressure ratio values obtained during the pullback and/or push-through. The pressure ratio curve, showing the pressure ratio values over the time period of the pullback or push-through, can be used to identify significant stepped changes (e.g., more focused or larger or more aggressive or more rapid stepped changes) in the pressure ratio values along a portion of the length of the vessel, as opposed to less significant changes (e.g., less focused or smaller or less aggressive or more gradual changes) in the pressure ratio values. The changes in the pressure ratio curve within a given window can be compared to certain set (e.g., predetermined) threshold values to identify significant stepped changes relative to less significant stepped changes. During a pullback procedure, the stepped changes above a certain/predetermined threshold will be represented by significant increases in the pressure ratio values within a certain window. However, the opposite would be true during a push-through, in which case the stepped changes above a certain/predetermined threshold will be represented by significant decreases in the pressure ratio values within a window. The more significant stepped changes along the pressure ratio curve may be used to identify the presence of significant (e.g., more focused or larger or more aggressive) stenosed areas that can then be the focus for more aggressive treatment options. The less significant changes in the pressure ratio curve may be used to identify the presence of less significant (e.g., less focused or smaller or less aggressive or more gradual) stenosed areas that can then be the focus for less aggressive treatment, or no treatment at all.

One problem and/or difficulty that may be associated with using a pressure ratio curve in this analysis is involved in the accurate and/or consistent identification, and potential labeling of, significant stepped changes in the pressure ratio curve, which may then be used to identify the presence of one or more significant stenosed areas for treatment. In particular, it may be desirable to provide for the accurate and/or consistent identification of, and optionally the labeling of, the beginning and/or ending locations of significant stepped increases in the pressure ratio curve. It may also be desirable to determine, indicate and/or label the size or amplitude of certain significant stepped changes in the pressure ratio curve. It may also be desirable to have a system and/or process to consistently identify what may be considered a "significant" stepped change, and what may be a considered a "less significant" stepped change in the pressure ratio curve. For example, it may be desirable to set and apply consistent threshold value(s) for the determination of the general location of starting and/or ending locations of significant stepped increases in the pressure ratio curve. It may also be desirable to consistently optimize the position of the starting and/or ending points of significant stepped increases in the pressure ratio curve. For example, it may be desirable to set and apply consistent threshold value(s) for the determination of the optimized location of starting and/or ending locations of significant stepped increases in the pressure ratio curve. Such a system and/or process may be used to better identify the start and stop of significant stenosed areas for treatment.

In that context, disclosed herein is an example Automatic Step Detection (ASD) process and/or algorithm that may be used to help resolve these problems and/or difficulties, and achieve desired results (e.g. the identification and/or labeling of starts and/or ends and/or amplitudes of significant stepped changes in the pressure ratio curve). An ASD process consistently applies threshold value(s) within set window(s) to identify the general starting and/or ending locations of significant stepped changes in the pressure ratio curve. An ASD process may also consistently apply set threshold value(s) within set window(s) to optimize the position of starting and/or ending locations of significant stepped changes in the pressure ratio curve.

Methods and systems are disclosed herein that use an ASD process and/or algorithm. For example, a method for analyzing a vessel may include obtaining pressure measurements (e.g., Pd and Pa) from instruments during the pullback and/or push-though, calculating a series of pressure ratio values, generating a pressure ratio curve, and identifying if there are one or more significant stepped changes in the pressure ratio curve using an ASD process and/or algorithm. Some example systems disclosed herein include a processor that is configured to perform such a method, including the use of an ASD process and/or algorithm. Some example embodiments of systems, methods, and processors, including a more detailed discussion of an ASD process and/or algorithm, are set forth in more detail herein.

It may also be useful to provide a system and method that may aid a user in more particularly ascertaining the location and/or nature of the one or more identified significant stenosed areas within the anatomy. More information about the particular location(s) (e.g. including the starting and ending points) and/or nature of the significant stenosed areas can aid a medical professional in applying appropriate treatment to particular locations within the anatomy. Providing an image showing the location and/or nature of the significant stenosed areas identified on the pressure ratio curve, for example, while using an ASD would be useful information.

In that regard, during a pullback and/or push through procedure, an imaging device may be running, for example, such that the location of the moving instrument within the anatomy may be determined. When a significant stepped change is detected along the pressure ratio curve, the moving instrument will be located at a position in the anatomy that corresponds to the significant stepped change (e.g. the significant stenosed areas). As such, an image from the imaging device may be obtained and/or captured showing the position of the moving instrument in the anatomy at the time corresponding to the detection of the stepped change. Using the position of the moving instrument as a reference point in the captured image, the location of the significant stepped change (e.g. the significant stenosed areas) within the anatomy can be determined. As such, this captured image will show the position of the moving instrument within the anatomy that corresponds to the significant stepped change.

The captured image may be linked and/or registered to the corresponding significant stepped change on the pressure ratio curve. Additionally, one or more additional stepped changes in the curve may be identified using an ASD process, and one or more additional images showing the position of the moving instrument within the vessel that correspond to the one or more additional stepped changes may be captured and linked and/or registered to the corresponding one or more additional stepped change on the pressure ratio curve. The pressure ratio curve and/or the linked/registered image(s) may be output to a display system, and a medical professional may then review the pressure ratio curve and/or the linked/registered image(s) to help determine the location of the significant stepped change(s) within the anatomy. In some embodiments, the image or images may be captured and linked to the pressure ratio curve in real-time, as the significant stepped changes in the pressure ratio curve are identified. In other embodiments, a sequence or series of images (e.g. streaming) may be captured during the pullback or push-through procedure (e.g. over the time period while the moving instrument is moved longitudinally through the vessel) and may be time marked and stored in memory. After the procedure is partially or fully completed, the corresponding image(s) may then be registered and/or linked to corresponding locations on the pressure ratio curve (e.g. the significant stepped change(s)) respectively.

Reference is now made to the figures for a discussion of some illustrative embodiments. An example system <NUM> is schematically represented in <FIG>. The system <NUM> may be configured for assessing/determining pressure ratios, for example, FFR, iFR, dPR, or resting Pd/Pa, or the like, either statically or during a pullback procedure. The system <NUM> may include a first pressure sensing medical device <NUM>. In at least some instances, the first pressure sensing medical device <NUM> may take the form of a pressure sensing guidewire <NUM>. Some additional detail regarding an example of such a guidewire <NUM> is disclosed herein, and shown in <FIG>. In other instances, the first pressure sensing medical device <NUM> may be a catheter or other type of pressure sensing medical device. The pressure sensing medical device <NUM> may be utilized to measure blood pressure distal of an area of interest, such as one or more intravascular stenosis, (e.g., measure the distal pressure Pd). The first pressure sensing medical device <NUM> can be configured to measure blood pressure while stationary, or while being moved longitudinally through a vessel from a first location to a second location. As such, the first pressure sensing medical device <NUM> may be moved longitudinally within the vessel during a "pullback" or "push-through" procedure.

In some embodiments, the system <NUM> may include a device or mechanism (not shown) to impart longitudinal movement to the first pressure sensing medical device <NUM>, for example, during a pullback or push-through procedure. In some embodiments, the pullback/push-through device or mechanism may be configured to engage and impart longitudinal movement to the first pressure sensing medical device <NUM> at a continuous speed and/or for a set distance. In some embodiments, the pullback/push-through device is configured to move the first pressure sensing medical device <NUM> at a variable speed and/or in a stepwise or intermittent manner, optionally in coordination with the heartbeat of a patient. In some embodiments, the system <NUM> does not include a pullback or push-though device, but rather, the first pressure sensing medical device <NUM> may be moved longitudinal through the vessel manually by the operator, as necessary or desired.

The first pressure sensing medical device <NUM> may be coupled to a linking device <NUM>. In some instances, this may include directly attaching the first pressure sensing medical device <NUM> to the linking device <NUM>. In other instances, another structure such as a connector cable (not shown) may be used to couple the first pressure sensing medical device <NUM> to the linking device <NUM>. When the first pressure sensing medical device <NUM> is coupled to the linking device <NUM>, a first pressure data <NUM> may be communicated between the first pressure sensing medical device <NUM> and the linking device <NUM>. It is noted that in <FIG>, a line is drawn between the first pressure sensing medical device <NUM> and the linking device <NUM> to represent the coupling of the first pressure sensing medical device <NUM> and the linking device <NUM>. In addition the line between the first pressure sensing medical device <NUM> and the linking device <NUM> is labeled with reference number <NUM> in order to represent the transmission of the first pressure data <NUM> (and/or the first pressure data <NUM> itself). In at least some instances, the first pressure data <NUM> is the distal pressure Pd.

The system <NUM> may also include a second pressure sensing medical device <NUM>. In at least some instances, the second pressure sensing medical device <NUM> may take the form of a pressure sensing catheter. However, other devices are contemplated including pressure sensing guidewires or other devices. The second pressure sensing medical device <NUM> may be utilized to measure blood pressure, for example, proximal of an area of interest. In some cases, second pressure sensing medical device <NUM> may be utilized to measure the aortic pressure. The second pressure sensing medical device <NUM> may be configured to remain stationary during use, for example, during a pullback or push-through procedure.

The second pressure sensing medical device <NUM> may also be coupled to the linking device <NUM> and may communicate a second pressure data <NUM> between the second pressure sensing medical device <NUM> and the linking device <NUM>. It is noted that in <FIG>, a line is drawn between the second pressure sensing medical device <NUM> and the linking device <NUM> to represent the coupling of the second pressure sensing medical device <NUM> and the linking device <NUM>. In addition the line between the second pressure sensing medical device <NUM> and the linking device <NUM> is labeled with reference number <NUM> in order to represent the transmission of the second pressure data <NUM> (and/or the second pressure data <NUM> itself). In at least some instances, the second pressure data <NUM> is the proximal pressure, such as aortic pressure, Pa.

In some instances, the linking device <NUM> may communicate with a hemodynamic system <NUM> (e.g., a hemodynamic display system <NUM>). When doing so, data representative of the distal pressure Pd (represented by reference number <NUM>) may be communicated to the hemodynamic system <NUM> and data representative of the aortic pressure Pa (represented by reference number <NUM>) may be communicated to the hemodynamic system <NUM>. In some instances, both connections between the linking device <NUM> and the hemodynamic system <NUM> (e.g., for communicating Pd and Pa) may be wired connections. In other instances, one or both of the connections may be wireless connections. In still other instances, both Pd and Pa may be communicated along a single wired connection.

In some instances, the linking device <NUM> may also communicate with a processing and/or display system <NUM>. When doing so, data representative of the distal pressure Pd and data representative of the proximal, or aortic pressure Pa (both the distal pressure Pd and the aortic pressure Pa data are represented by reference number <NUM> in <FIG>) may be communicated to the processing and/or display system <NUM>. In at least some instances, Pd and Pa may be communicated between the linking device <NUM> and the processing and/or display system <NUM> using a wireless connection. In other instances, one or both of Pd and Pa may be communicated between the linking device <NUM> and the processing and/or display system <NUM> with a wired connection.

The processing and/or display system <NUM> may include a processor <NUM>. The processor <NUM> may be an integrated component of the processing and/or display system <NUM> (e.g., the processor <NUM> may be disposed within the same housing as the processing and/or display system <NUM>) or the processor <NUM> may be a separate component of the processing and/or display system <NUM> and coupled therewith. The processor <NUM> may be coupled to the first pressure sensing medical device <NUM> and coupled to the second pressure sensing medical device <NUM> and may be configured such that first and second pressure measurements (e.g., Pd and Pa) may be received and/or obtained by the processor <NUM> from the pressure sensing medical devices <NUM> and <NUM>. The processor <NUM> may be configured to receive and/or obtain the first and second pressure measurements while the pressure sensing medical devices remain stationary in the vessel, or wherein at least one of the pressure sensing medical devices is moved longitudinally within the vessel. (e.g. during a pullback or push-though). For example, the processor <NUM> may be configured to receive and/or obtain a first series of pressure measurements from the first pressure sensing medical device <NUM> over a time period while it is moved longitudinally through the vessel, and configured to receive and/or obtain a second series of pressure measurements from the second pressure sensing medical device <NUM> over the time period, while the second device remains in a fixed longitudinal position within the vessel.

The processor <NUM> may be configured to and/or otherwise be capable of performing a number of calculations, executing instructions, etc. For example, the processor <NUM> may be configured to calculate/determine the mean distal pressure Pd (e.g., as measured by the first pressure sensing medical device <NUM> over one or more cardiac cycles), calculate/determine the mean proximal pressure Pa (e.g., as measured by the second pressure sensing medical device <NUM> over one or more cardiac cycles), plot and/or generate a curve showing the distal pressure Pd and/or the proximal pressure Pa over time, calculate/determine the slope of the plot of the distal pressure Pd and/or the slope of the plot of the proximal pressure Pa (e.g., at various points along the plot), or the like. The processor <NUM> may be configured to output any of this information to a display <NUM>, as desired. The processing and/or display system <NUM> may include one or more memory, and the processor <NUM> may be configured to store any of this information in a memory, as desired.

The processor <NUM> may be configured to calculate and/or determine pressure ratio values (e.g. FFR, iFR, dPR, resting Pd/Pa, or the like) given distal pressure Pd and proximal pressure Pa pressure measurements. For example, processor <NUM> may be configured to calculate one or more, or a series of, pressure ratio values (e.g. Pd/Pa), using the pressure measurements received or obtained from the first and second instruments and/or calculated by the processor <NUM> (e.g., using Pd and Pa measurements obtained from the first and second pressure sensing medical devices <NUM>/<NUM>). In some examples, the Pd and Pa measurements are obtained while at least one of the pressure sensing medical devices is moved longitudinally within the vessel (e.g. during a pullback or push-though) and the series of the pressure ratio values represent pressure ratio values along a portion of the length of the vessel. The processor <NUM> may be configured to plot and/or generate a pressure ratio curve using the series of pressure ratio values. The processor <NUM> may also be configured to calculate/determine the slope of the pressure ratio curve (e.g., at various points along the pressure ratio curve or plot), or the like. The processor <NUM> may be configured to output the pressure ratio values and/or the plot and/or generated pressure ratio curve to a display system <NUM>, and/or the processor <NUM> may be configured to store any of this information in a memory, as desired.

As suggested herein, a display system <NUM> may be coupled to or otherwise integrated with the processing and/or display system <NUM>. The display system <NUM> may include one or more displays and/or screens that may display various data received from the processor, the first pressure sensing medical device <NUM> and the second pressure sensing medical device <NUM>, images, plots, graphs, and/or curves of the pressure data and/or pressure ratios as generated by the processor <NUM>, and may show any marking, labeling, numbering, etc., as desired. The display system <NUM> may also display various data (e.g. images) received from or through the processor <NUM> and/or from or through one or more imaging device or system, such as the imaging device or system <NUM> discussed herein.

As suggested herein, a memory may be coupled to or otherwise integrated with the processing and/or display system <NUM>. The memory may include one or more memory devices or systems that may store various data received from and/or by the processor, the first pressure sensing medical device <NUM> and the second pressure sensing medical device <NUM>, images, plots, graphs, and/or curves of the pressure data and/or pressure ratios as received by or generated by the processor <NUM>, and may store any marking, labeling, numbering, etc., as desired. The memory may also store various data (e.g. images) received from or through the processor <NUM> and/or from or through one or more imaging device or system, such as the imaging device or system <NUM> discussed herein.

The processing and/or display system <NUM>, including the processor <NUM>, may be configured to use and/or provide raw data and/or calculations, or optionally, may be configured to use and/or provide enhanced data or calculations. For example, the mean distal pressure Pd, mean proximal pressure Pa, the plot and/or curve showing the distal pressure Pd and/or the proximal pressure Pa over time, the pressure ratio values (Pd/ Pa), the plot or curve of pressure ratio values over time, or the like, can be used or shown as raw data and/or calculations, or may optionally be filtered, smoothed, enhanced, conditioned and/or otherwise treated by the processor, for example, to remove noise and/or abnormalities. Some examples of filters may include a Moving Maximum Filter, a Median Builder filter, or other generally known filters, or the like.

In some embodiments, the calculations, executing instructions, output of data or images to the display, etc. carried out by the processor <NUM>, including the ASD and images discussed herein, may be made in real time or live, for example, to identify the pressure ratio values and curves, the pressure ratio curve and/or stepped changes in the pressure ratio curve (including the starting point and ending points of the stepped changes) and/or the display of images receive and/or obtained during a procedure. In the context of this application, "real time" or "live" is intended to mean calculations and/or displaying data within <NUM> seconds of data acquisition. This can include calculations that occur in some cases within <NUM> seconds, or within <NUM> second, or even concurrently with data acquisition during a procedure. In some other cases, some or all of the calculations, executing instructions, output to display, etc., may occur after some delay after data acquisition. For example, the system may be configured to acquire and/or capture data (including images), and then at some point in time later, perform calculations and/or display data and/or images and/or results. For example, the processor <NUM> may be configured to provide a review and/or playback mode, which occurs some time after data was collected during a procedure, and at least some of the calculations, executing instructions, images, etc., may display during the review or playback mode.

It is also contemplated that the hemodynamic system <NUM>, the linking device <NUM>, or both, may include a processor, and/or a display system and/or a processing and/or display system, similar to the processor <NUM>, display system <NUM>, or processing and display system <NUM> configured as described herein. For example, such processors and/or displays may be configured to carry out the methods and procedures disclosed herein, including the functions and methods described herein, including the ASD process and/or algorithm, the creating of a pressure ratio curve, the linking of images to the curve, and the display of the curve and images, as described in more detail herein.

The processor <NUM> may be configured to identify stepped changes in one or more of the curves or plots. For example, the processor <NUM> may be configured to identify stepped changes (e.g. significant stepped changes at and/or above certain set threshold value(s)) in the pressure ratio curve using an Automatic Step Detection (ASD) process and/or algorithm. The ASD process can be used in the identification and labeling of significant stepped changes in the pressure ratio curve, which may then be used to identify the presence of one or more significant stenosis in the vessel for potential treatment. In particular, the ASD may be used for the identification of, and optionally the labeling of, the beginning and/or ending locations of significant stepped increases in the pressure ratio curve, and may also be used to determine, indicate and/or label the size or amplitude of certain significant stepped changes in the pressure ratio curve. Additionally, the processor <NUM> may be configured to output to the display <NUM> one or more stepped change indicator corresponding to the identified stepped change(s) on the pressure ratio curve. The one or more stepped change indicators may, for example, include an indicator of the position of a starting point of a stepped change, an indicator of the position of an ending point of a stepped change, a stepped change label showing the difference between a starting point and an ending point of a stepped change, or any combination of these.

As indicated herein, the system <NUM> may also include and/or be in communication with an imaging device or system <NUM>. In at least some instances, data may be communicated between the processing and/or display system <NUM> and the imaging device or system <NUM> using a wireless connection. In other instances, data may be communicated between the processing and/or display system <NUM> and the imaging device or system <NUM> with a wired connection. Communication between the imaging device or system <NUM> and the processing and/or display system <NUM> may be used to capture and/or communicate imaging data. Data representative of images of the anatomy and/or images showing the position of instruments (e.g. first and/or second pressure sensing medical devices <NUM> or <NUM>) within the anatomy, either continuously or at particular points in time during the procedure, may be communicated to the processing and/or display system <NUM> from the imaging device or system <NUM>. The processing and/or display system <NUM> may then be configured to output this image data to the display system <NUM>, as desired.

In some embodiments, the processing and/or display system <NUM>, including the processor <NUM>, may be configured to obtain and/or capture an image showing the position of an instrument (e.g. the first pressure sensing instrument) within the vessel that corresponds to a particular location on the pressure ratio curve (e.g. that corresponds to an identified stepped change in the pressure ratio curve), and register and/or link the obtained image to that particular location on the pressure ratio curve. For example, when a stepped change in the pressure ratio curve is detected, the first pressure sensing instrument will be positioned in the anatomy at the location that corresponds to the detected stepped change in the anatomy. As such, by using the position of the first pressure sensing instrument as a reference point, the captured image will show the location of the detected stepped change. In some embodiments, when a stepped change is identified and/or detected on the pressure ratio curve, a command may be made from the processor <NUM> to the imaging system <NUM> to capture or obtain an image showing the position of the first pressure sensing instrument within the vessel that corresponds to an identified stepped change in the pressure ratio curve, and then communicate the image to the processor <NUM> (e.g. the processor thereby obtains the image). In other embodiments, imaging data (e.g. a series of images or video) may be continuously streamed and/or delivered to the processor <NUM> from the imaging system <NUM>, and the processor <NUM> may then capture and/or obtain an image showing the position of the first pressure sensing instrument within the vessel that corresponds to an identified stepped change in the pressure ratio curve when the stepped change is identified and/or detected. In yet other embodiments, imaging data may be continuously streamed and/or delivered and/or stored in memory, for example, with appropriate time marking. Thereafter, the appropriate image may be selected from those stored using the time marking. The processor <NUM> may be configured to output the captured image(s) to the display system <NUM>, and may store the obtained image(s) in a memory.

The processor <NUM> may be configured to link and/or register the obtained image(s) to the corresponding locations on the pressure ratio curve. This linking and/or registration may occur in real time, or the pressure ratio curve and image(s) may be stored in memory, and the linking or registration may occur sometime later, for example, by matching time data between the pressure ratio curve and the images. The obtained image(s) may be linked and/or registered to a particular location on the pressure ratio curve itself, and/or by linking it to one or more indicators and/or labels on the pressure ratio curve. (e.g. labels, markings, highlights, etc). The processor <NUM> may be configured to output to the display the pressure ratio curve and/or the linked/registered image(s), and a medical professional may then review the pressure ratio curve and/or the linked/registered image(s) to help determine the location of the significant stepped change(s) within the anatomy.

For example, the system <NUM> (e.g. the processing and/or display system <NUM> and/or the processor <NUM> of the system <NUM>) may include a user interface mechanism and/or function that allows a user to interact with the processor <NUM> and/or display <NUM>. In some embodiments, the user interface function allows a user to interact with the displayed pressure ratio curve, and activate one or more of the obtained images linked to a particular location thereon. For example, the user interface may allow a user to activate a link at a particular location on the pressure ratio curve, and in response, the processor may be configured to output to the display an image showing the position of the first medical device <NUM> that corresponds to that location on the pressure ratio curve. In some embodiments, the user interface may include a cursor, and the user interface may allow the user to position the cursor at a location on the pressure ratio curve that includes a link to an image, for example on a stepped change or on one or more stepped change indicator. In response, the processor <NUM> may be configured to open the linked image, and output to the display the obtained image showing the position of the first instrument within the vessel that corresponds to the stepped change on the pressure ratio curve. Additionally or alternatively, in some embodiments, the user interface function may allow the user to interact with one or more of the obtained images, and in response, activate a link to an indicator showing or highlighting the position on the pressure ratio curve that corresponds to the particular image. For example, the user interface may allow a user to position a cursor on an obtained image that is displayed (e.g. showing the position of the first instrument within the vessel that corresponds to an identified stepped change), and in response, the processor may be configured to output to the display a mark on the pressure ratio curve that is in a position that corresponds to the obtained image. As used herein, a "cursor" is simply an indicator used to show the current position for user interaction on a computer monitor or other display device, and can take any form as desired.

Reference is now made to <FIG> shows a flow chart diagram including an example ASD process or algorithm. In this example flow chart, the raw pressure ratio curve <NUM> is schematically represented in box <NUM>. The raw pressure curve <NUM> calculated/generated by the processor <NUM>, for example, using a series of pressure ratio values that were in turn calculated using pressure measurements (e.g., Pd and Pa measurements) obtained from first and second pressure sensing medical devices <NUM>/<NUM> during a pullback and/or push-through. As shown in box <NUM>, the raw pressure ratio curve <NUM> may optionally be filtered, smoothed, enhanced, conditioned and/or otherwise treated to remove noise and/or abnormalities in the raw pressure ratio curve <NUM>. In other embodiments, the pressure ratio curve may not be filtered or conditioned, and the raw pressure ratio curve <NUM> may be used - in which case box <NUM> may be skipped. The pressure ratio curve (either the raw or enhanced) may be output to the display <NUM>.

The ASD process or algorithm is used to identify and/or locate one or more stepped change(s) (e.g. significant stepped change above a certain/predetermined threshold value) that may exist in the pressure ratio curve. The ASD includes a Step Window Function (SWF) <NUM>. The SWF <NUM> includes identifying a general position of a starting point of a stepped change (e.g. "step start") along the pressure ratio curve by identifying a change in the pressure ratio values within a first window along the pressure ratio curve (e.g. D1) that is at and/or above a first threshold change value (e.g., T1). This is shown in <FIG> as the arrow exiting the left side of the SWF box <NUM>, labeled D1>=T1. D1 represents the actual change in the pressure ratio value within the first window along the pressure ratio curve, and T1 represents the first threshold change value that is set when the system is programed. If D1 (the actual change within the first window) is at and/or above T1 (the first threshold), the condition is met for a potential start of a significant stepped change in the pressure ratio curve.

The first window can have a set duration along the pressure ratio curve, and is typically set during programing. Thus, the first window has a duration and/or width along the pressure ratio curve, and D1 is the value that represents the actual change in the pressure ratio value over the given duration of the first window along the pressure ratio curve. The duration of the first window can be chosen as desired, and may be measured in units as desired, for example, time (e.g. seconds, minutes, etc.) or possibly in physiological terms (e.g. heartbeats, breaths, etc.). In some embodiments, the first window will have a duration in the range of <NUM>-<NUM> heartbeats, <NUM>-<NUM> heartbeats, <NUM>-<NUM> heartbeats, or in some cases, <NUM> heartbeats. In some cases, the first window duration can be measured and/or set in seconds, for example, in the range of <NUM>-<NUM> seconds, <NUM>-<NUM> seconds, <NUM>-<NUM> seconds, <NUM>-<NUM> seconds, or as desired.

The first threshold T1 and the actual change value in the first window D1 will generally be unit-less, as they simply represent change in the pressure ratio value within the first window. The threshold value T1, can be chosen as desired, given the duration of the first window. Generally, the threshold value T1 value is set at a level that will indicate a significant change in the pressure ratio value within the given first window, which in turn would indicate a significant stenosis within the vessel. As such, the threshold value T1 is generally set during programming at a level that will indicate a clinically significant change in the pressure ratio value within the duration of the first window. In some embodiments, threshold value T1 may be set in the range of <NUM> to <NUM>, or in the range of <NUM> to <NUM>, or in the range of <NUM> to <NUM>.

If the D1>=T1 condition is met in the Step Window Function (SWF) <NUM>, the ASD process is then used to make a determination if the identified D1>=T1 condition indicates the start of a step (e.g. general position of a starting point of a stepped change). This is represented by the "Step Start?" box <NUM> of the flow chart. If a step start condition already currently exists, and there has not yet been a step end detected (as discussed below), then the current detected D1>=T1 condition is not treated like a step start (as a step start already exists - without an end). As such, the "Step Start?" question is answered as "No", and no step start is identified, no label is attached, as indicated by box <NUM> of the flow chart, and the process feeds back to the Step Window Function, and starts again, as indicated by the arrow looping from the box <NUM> back up to the Step Window Function <NUM>.

If, however, a start step does not previously exist, or if a step start previously exists but had a corresponding step end identified and associated therewith (e.g. a previously identified stepped increase with a starting point and an ending point), then the current detected D1>=T1 condition is treated as a step start. As such, the "Step Start?" question in box <NUM> is answered as "Yes", and proceeds to the "Step Onset Optimization" as represented by box <NUM>.

The "Step Onset Optimization" (SOO) function, represented by box <NUM> on the flowchart, includes identifying an optimized position of the starting point of the stepped change (e.g. the point on the pressure ratio curve where the significant step first started) by identifying a change in the pressure ratio values within a second window along the pressure ratio curve (e.g. D2) that is at or above a second threshold change value, T2, wherein the second window is smaller than the first window, and the second threshold change value T2 is smaller than the first threshold change value T1. In essence, the SOO function further refines and/or optimizes the position of the starting point of the stepped change in the pressure ratio curve by focusing in on a tighter window than the first window, and looking for a change value that meets a smaller threshold (e.g. T2) than the first threshold (e.g. T1).

The second window can have a set duration along the pressure ratio curve, and is set during programing. The second window has a duration and/or width along the pressure ratio curve, and generally overlaps with and/or includes the portion of the pressure ratio curve that contains the general position of a starting point of a stepped change (e.g. Step Start) as identified by the SWF. In essence, the second window "zooms in" on the pressure ratio curve along a region where the general position of a starting point was identified in the first window during the SWF. The duration of the second window can be chosen as desired, and may be measured in units as desired, for example, those units given for the first window. The second window will be smaller than the first window. In some embodiments, the second window will have a duration in the range of <NUM>-<NUM> heartbeats, <NUM>-<NUM> heartbeats, or in some cases, <NUM> heartbeats. In other cases, the second window duration can be measured and/or set in seconds, for example, in the range of <NUM>-<NUM> seconds, <NUM>-<NUM> seconds, <NUM>-<NUM> seconds, or in some cases, <NUM> seconds.

Threshold T2 and the actual change value D2 will generally be unit-less, as they simply represent change in the pressure ratio value within the second window. The second threshold value T2, can be chosen as desired, given the duration of the second window. Generally, the T2 value is set at a level that will indicate a significant change in the pressure ratio value within the given second window, which in turn would indicate a start of a significant stenosis within the vessel. As such, the threshold value T2 is generally set during programming at a level that will indicate a clinically significant change in the pressure ratio value within the duration of the given second window. In some embodiments, threshold value T2 may be set in the range of <NUM> to <NUM>, or in the range of <NUM> to <NUM>, or in the range of <NUM> to <NUM>.

The Step Onset Optimization (SOO) <NUM> identifies a more specific and/or optimized location along the pressure ratio curve where the condition D2>=T2 is first met, and then identifies this point as the more specific and/or optimized location of the start of the stepped increase. Once the optimized location is identified, the process may include labeling this point accordingly, as the step onset, as shown in box <NUM>. The optimized step start location and/or label may be output to the display, for example, to show the step start in conjunction with the pressure ratio curve.

Furthermore, as shown in box <NUM>, once a step onset is detected and optionally labeled, an image showing the position of the first pressure sending medical device <NUM> within the vessel that corresponds to the detected/identified stepped change may be captured and/or obtained by the processor (for example, captured and/or obtained from the display <NUM> and/or data from the imaging device <NUM>). As such, the processor <NUM>, may be configured to obtain and/or capture the image showing the position of the first pressure sensing instrument within the vessel that corresponds to an identified stepped change in the pressure ratio curve. The processor <NUM> may then link and/or register the obtained image (e.g. showing the position of the first instrument within the vessel that corresponds to the identified stepped change) to the corresponding identified stepped change in the pressure ratio curve. In this instance, the obtained image would show the position of the first instrument within the vessel at the starting point of the stepped change, and the image may be linked and/or registered to the identified starting point of the stepped change on the pressure ratio curve. As discussed herein, the system may include a user interface that then allows a user to display the image by activating the link on the pressure ratio curve.

The process then feeds back to the Step Window Function <NUM>, and starts again, as indicated by the arrow looping back up to the Step Window Function. In particular, the process is then used to identify and optimize the location of a step end to associate with the then identified step start, to thereby define the parameters of the stepped increase.

In that regard, the ASD process may further include identifying a general position of an ending point of the stepped change by identifying a change in the pressure ratio values within a third window along the pressure ratio curve that is below a third threshold change value. For example, the SWF <NUM> incudes the function to identify a general position of an ending point of a stepped change (e.g. step end) along the pressure ratio curve by identifying a change in the pressure ratio values within a third window along the pressure ratio curve, D3, that is at or below a third threshold change value T3. This is shown in <FIG> as the arrow exiting the right side of the SWF box, labeled D3<=T3. D3 represents the actual change in the pressure ratio value within the third window along the pressure ratio curve, and T3 represents the third threshold change value that is set when the system is programed. If D3 (the actual change within the third window) is at and/or below T3 (the third threshold), the condition is met for a potential end of a stepped change.

The third window can have a set duration along the pressure ratio curve, and is set during programing. Thus, the third window has a duration and/or width along the pressure ratio curve, and D3 is the value that represents the actual change in the pressure ratio value over the given duration of the third window. The duration of the third window can be chosen as desired, and may be measured in units as desired, for example, time (e.g. seconds, minutes, etc.) or possibly in physiological terms (e.g. heartbeats, breaths, etc.). In some embodiments, the third window will have a duration in the range of <NUM>-<NUM> heartbeats, <NUM>-<NUM> heartbeats, <NUM>-<NUM> heartbeats, or in some cases, <NUM> heartbeats. In other cases, the third window duration can be measured and/or set in seconds, for example, in the range of <NUM>-<NUM> seconds, <NUM>-<NUM> seconds, <NUM>-<NUM> seconds, or as desired.

The third threshold value T3 and the actual change value D3 will generally be unit-less, as they simply represent change in the pressure ratio value within the third window. The threshold value T3, can be chosen as desired, given the duration of the third window. Generally, the T3 threshold value is set at a level such that an actual change value at or below which will indicate a smaller or less significant change in the pressure ratio value within the given third window, which in turn may indicate a less significant stenosed area within the vessel. As such, the threshold value T3 is generally set during programming at a level that will indicate a clinically non-significant change in the pressure ratio value within the duration of the third window. In some embodiments, T3 may be set in the range of <NUM> to <NUM>, or in the range of <NUM> to <NUM>, or in the range of <NUM> to <NUM>.

In some embodiments, the first and third window may have the same duration, and the first and third threshold values, T1 and T3, may also be the same. In such instances, the same threshold value (e.g. T1=T3) is used to determine the general positions of the start and end of the significant step in the pressure ratio curve. A change value (e.g. D1) at and/or above the threshold value would indicate the potential general position of a start of a step, while a change value (e.g. D3) at and/or below the threshold value would indicate the potential general position of an end of a step. As may be appreciated, in these circumstances, the logic in the SWF may be set accordingly, so that only one of the D1 and/or D3 could be equal to the threshold value for the requisite condition to be met. It may be logically desirable that both D1 and D3 change values cannot both be equal to the threshold value (e.g. T1=T3). As such, it may be desirable to modify the equations from those shown in <FIG>. For example, for the general step start function, the equation may be such that the change value D1 may be greater than or equal to the threshold value (e.g. D1>=T1, as shown), while for the step end function, the change value D3 may simply be less than the threshold value (e.g. D3<T3). Another alternative could be that for the general step start function, the change value D1 may be simply greater than the threshold value (e.g. D1>T1), while for the step end function, the change value D3 may be less than or equal to the threshold value (e.g. D3<=T3, as shown).

Referring to <FIG>, if the D3<=T3 condition is met in the Step Window Function (SWF) <NUM>, the next potential step in the ASD process may be to make a determination if the D3<=T3 condition indicates the end of a step, as indicated by the "Step End?" box <NUM> of the flow chart. If a start step condition does not currently exist, then the current detected D3<=T1 condition is not treated as a step end. (e.g. the detected condition cannot be an end, because there was no start). As such, the "Step End?" question in box <NUM> is answered as "No", and no step end is identified, no label is attached, as indicated by box <NUM> of the flow chart, and the process feeds back to the Step Window Function, and starts again, as indicated by the arrow looping from the box <NUM> back up to the Step Window Function <NUM>.

If, however, a step start condition does already currently exist, and there has not yet been a corresponding step end detected for that step start, then the current detected D1<=T1 condition is treated like a Step End (as a step start exists - in need of an end). As such, the "Step End?" question is answered as "Yes", and the process proceeds to the "Step End Optimization" as represented by box <NUM>.

The "Step End Optimization" (SEO) function, represented by box <NUM>, includes identifying an optimized position of the ending point of the stepped increase (e.g. step end) by identifying a change in the pressure ratio values within a fourth window along the pressure ratio curve (e.g. D4) that is at or below a fourth threshold change value (e.g. T4), wherein the fourth window is smaller than the third window, and the fourth threshold change value T4 is smaller than the third threshold change value T3. In essence, the SEO further refines and/or optimizes the position of the ending point of the stepped change in the pressure ratio curve by focusing in on a tighter window than the third window, and looking for a change value that meets a smaller threshold than the third threshold.

The fourth window can have a set duration along the pressure ratio curve, and is set during programing. The fourth window has a duration and/or width along the pressure ratio curve, and generally overlaps with and/or includes the portion of the pressure ratio curve that contains the general position of a ending point of a stepped change (e.g. Step End) identified by the SWF. In essence, the fourth window "zooms in" on the pressure ratio curve along a region where the general position of the ending point was identified in the third window. The duration of the fourth window can be chosen as desired, and may be measured in units as desired, for example, those units given for the third window. The fourth window will be smaller than the third window. In some embodiments, the fourth window will have a duration in the range of <NUM>-<NUM> heartbeats, <NUM>-<NUM> heartbeats, or in some cases, <NUM> heartbeats. In other cases, the fourth window duration can be measured and/or set in seconds, for example, in the range of <NUM>-<NUM> seconds, <NUM>-<NUM> seconds, <NUM>-<NUM> seconds, or in some cases, <NUM> seconds.

The T4 threshold and the D4 actual change value will generally be unit-less, as they simply represent change in the pressure ratio value within the fourth window. The fourth threshold value T4, can be chosen as desired, given the duration of the fourth window. Generally, the T4 threshold value is set at a level such that a change value at or below will indicate a smaller or less significant change in the pressure ratio value within the given fourth window, which in turn may indicate a less significant stenosed area within the vessel. As such, the threshold value T4 is generally set during programming at a level that will indicate a clinically less or non-significant change in the pressure ratio value within the duration of the fourth window. In some embodiments, T4 may be set in the range of <NUM> to <NUM>, or in the range of <NUM> to <NUM>, or in the range of <NUM> to <NUM>. As may be appreciated, in some embodiments, the second and fourth window may have the same duration, and the second and fourth threshold values, T2 and T4, may also be the same.

The Step End Optimization (SEO) <NUM> identifies a more specific and/or optimized location along the pressure ratio curve where the condition D4<=T2 is first met, and then identifies this point as the more specific and/or optimized location of the end of a stepped increase. The process may include labeling this point accordingly, as the step end, as shown in box <NUM>. The optimized step end location and/or label may be output to the display, for example, to show the step end in conjunction with the pressure ratio curve. The location and/or label of the step end may be output to the display, and shown in the appropriate position along the pressure ratio curve. The process then feeds back to the Step Window Function, and starts again, as indicated by the arrow looping from box <NUM> back up to the Step Window Function <NUM>. In particular, the process may then be used to identify and optimize the location of any additional stepped increases, including identifying and optimizing the location of step starts and step ends of any such additional stepped increases.

Furthermore, as shown in box <NUM>, once a step end is detected and optionally labeled, an image showing the position of the first pressure sending medical device <NUM> within the vessel that corresponds to the detected/identified stepped change may be captured and/or obtained by the processor (for example, captured and/or obtained from the display <NUM> and/or data from the imaging device <NUM>). As such, the processor <NUM>, may be configured to obtain and/or capture the image showing the position of the first pressure sensing instrument within the vessel that corresponds to an identified stepped change in the pressure ratio curve. The processor <NUM> may then link and/or register the obtained image (e.g. showing the position of the first instrument within the vessel that corresponds to the identified stepped change) to the corresponding identified stepped change in the pressure ratio curve. In this instance, the obtained image would show the position of the first instrument within the vessel at the ending point of the stepped change, and the image may be linked and/or registered to the identified ending point of the stepped change on the pressure ratio curve. As discussed herein, the system may include a user interface that then allows a user to display the image by activating the link on the pressure ratio curve.

As indicated above, the location of stepped increases, including the location of the step starting point and step ending point, may be output to the display, and shown in the appropriate positions along the pressure ratio curve, for example, with a marking or label, or the like. Such marking(s) and/or label(s) may take any desired shape or form of indicators as desired. For example, the marking(s) and/or label(s) may include showing a point, dot, line, star, or other indicator at the location of the step start and/or step end on the pressure ratio curve. The marking(s) and/or label(s) may also include and/or show a numerical indicator, for example showing the pressure ratio value at the particular point where a step start and/or step end is identified on the pressure ratio curve. Additionally, for any particular stepped change that is identified, the processor may calculate parameters associated with that particular stepped change, and output those parameters to the display to be shown in conjunction with the pressure ratio curve. For example, the processor may be configured to calculate the magnitude and/or amplitude of the stepped change (e.g. the difference in the pressure ratio value between the step starting point and the step ending point on the pressure ratio curve), and output this information to the display, for example as a numerical label, shown in conjunction with the particular stepped increase on the pressure ratio curve. As indicated herein, such markings, labels, or the like, may also be used as link indicators for obtained images linked to the pressure ratio curve.

Reference is now made to <FIG> for a discussion of a prophetic example embodiment of a method for evaluating the vessel of a patient using a system configured to carry out the method, in accordance with this disclosure. <FIG> is a schematic drawing of a graph <NUM> showing a pressure ratio curve <NUM> that may, for example, be calculated/generated by the processor <NUM> and output to the display <NUM>. The pressure ratio curve <NUM> may be generated using and/or in conjunction with methods and systems as disclosed herein.

In particular, the method may include obtaining a first series of pressure measurements from a first instrument <NUM> within the vessel over a time period while the first instrument <NUM> is moved longitudinally through the vessel from a first position to a second position; and obtaining a second series of pressure measurements from a second instrument <NUM> positioned within the vessel over the time period while the second instrument remains in a fixed longitudinal position within the vessel. The method may further include calculating a series of pressure ratio values using the first pressure measurements and the second pressure measurements; and generating the pressure ratio curve <NUM> using the series of pressure ratio values. The method may then entail identifying one or more stepped change in the pressure ratio curve using the ASD process, as discussed above. The method may also entail obtaining one or more image showing the position of the first instrument within the vessel that corresponds to the one or more identified stepped change(s) in the pressure ratio curve; and registering and/or linking the obtained one or more image(s) to the identified stepped change(s) in the pressure ratio curve. The method may also include outputting the pressure ratio curve to a display system; and/or outputting the image(s) to the display system.

The system can include a processor, e.g. processor <NUM>, configured and/or programed to carry out the method, including generating the pressure ratio curve, performing the ASD process to identify stepped change(s) in the pressure ratio curve, and the obtaining and linking/registering of images to the pressure ratio curve. In this particular example, the pressure ratio curve <NUM> may be generated using FFR pressure ratio values obtained from pressure measurements made during a pullback. The graph <NUM> shows the pressure ratio curve <NUM> such that the pressure ratio values (Pd/Pa) are represented on the Y axis, and time is represented along the x axis. The curve <NUM> represents the pressure ratio values along the vessel during the pullback, with the zero time point along the x axis representing the pressure ratio value calculated using Pd pressure measurement obtained from the first instrument <NUM> at its distal most location during the pullback (e.g. distal of the area of interest), with the right end of the curve <NUM> along the x axis representing the pressure ratio values calculated using Pd pressure measurement obtained from the first instrument <NUM> at its proximal most location during the pullback (e.g. at a coronary ostium), with the remainder of the curve <NUM> between these two end points representing pressure ratio values there between along the vessel.

As shown in <FIG>, the example pressure ratio curve <NUM> may include one or more stepped changes (e.g. <NUM>, <NUM>, <NUM>) in the pressure ratio curve, where the stepped changes in the pressure ratio are more significant or rapid within a certain window (e.g. above a certain threshold change), as compared to one or more non-stepped regions (e.g. <NUM>, <NUM>, <NUM>) along the pressure ratio curve <NUM>, where the change in the pressure ratio values within a certain window are less significant, or more gradual (e.g. below a certain threshold change). The processor <NUM> may use the ASD process and/or algorithm, as described above, to identify the location of the stepped changes (e.g. <NUM>, <NUM>, <NUM>), and optionally label them as desired.

For example, the processor <NUM> may use the ASD process to identify the stepped change <NUM> in the pressure ratio curve <NUM> and optimize the location of a starting point <NUM> and/or ending point <NUM> of the stepped change <NUM> in the pressure ratio curve <NUM>. The processor <NUM> may also then identify and output to the display marks and/or labels for the identified starting point <NUM> and ending point <NUM>. For example, the starting point may be marked with a line <NUM>, and the pressure ratio value at the starting point may be shown in a label <NUM>. Similarly, the ending point <NUM> may be marked with a line <NUM>, and the pressure ratio value at the ending point <NUM> may be shown in a label <NUM>. Further, a label <NUM> may also be generated showing the size, amplitude and/or magnitude of the stepped increase (e.g. the difference between the pressure ratio value at the ending point <NUM> and the starting point <NUM>). For example, as seen in <FIG>, in the case of the stepped increase <NUM>, the pressure ratio value at the starting point <NUM> is <NUM>, as shown by label <NUM>, and the pressure ratio value at the ending point <NUM> is <NUM>, as shown by label <NUM>. The amplitude of the stepped increase <NUM> is therefore <NUM> - <NUM>=<NUM>, which is shown in label <NUM>.

The processor <NUM> may be configured to obtain and/or capture an image showing the position of the first pressure sensing instrument <NUM> within the vessel <NUM> that corresponds to a particular location on the pressure ratio curve <NUM>, and register and/or link the obtained image to the that particular location on the pressure ratio curve <NUM>. For example, <FIG> is a schematic representation of an image showing the position of the first medical device <NUM> that was captured at a time corresponding to the time of the starting point <NUM> of the stepped change <NUM> in the pressure ratio curve <NUM>. The image shown in <FIG> may be linked to the starting point <NUM> on the pressure ratio curve <NUM> appropriately. For example, the link may exist on the curve itself at the starting point <NUM>, or the link may exist in the marked line <NUM>, in the label <NUM>, or at some other indicator associated with the starting point <NUM> on the curve <NUM>. Activation of the link on the curve, for example, using a user interface, would prompt the processor <NUM> to output the image 3A to the display. Additionally or alternatively, the image 3A may include a link to the starting point <NUM>, such that activation of the link on the image 3A, for example, using a user interface, would prompt the processor <NUM> to output an indicator on the curve <NUM> showing the location/position on the curve that corresponds to the image 3A. (e.g. an indicator or highlight of the starting point <NUM> on the curve <NUM>). Likewise, <FIG> is a schematic representation of an image showing the position of the first medical device <NUM> that was captured at a time corresponding to the time of the ending point <NUM> of the stepped change <NUM> in the pressure ratio curve <NUM>. This image in <FIG> may be linked to the ending point <NUM> on the pressure ratio curve <NUM>, and/or the ending point <NUM> may be linked to the image 3B in a similar manner. These links can be similary activated, as discussed herein.

The processor <NUM> may also use the ASD process to identify one or more additional stepped changes (e.g. <NUM> and <NUM>) in the pressure ratio curve <NUM>, and may optimize the location of starting points (e.g. <NUM> and <NUM>) and ending points (e.g. <NUM> and <NUM>) of the one or more other stepped changes <NUM> and <NUM> in the pressure ratio curve <NUM>. Similarly, the processor <NUM> may also then identify and output to the display marks and/or labels for the starting points (e.g. <NUM> and <NUM>) and ending point (e.g. <NUM> and <NUM>). For example, the starting points <NUM> and <NUM> may be marked with lines <NUM> and <NUM>, respectively, and the pressure ratio value at each starting point <NUM> and <NUM> may be shown in labels <NUM> and <NUM>, respectively. Similarly, the ending points <NUM> and <NUM> may be marked with lines <NUM> and <NUM>, and the pressure ratio value at each ending point <NUM> and <NUM> may be shown in labels <NUM> and <NUM>, respectively. Further, labels <NUM> and <NUM> may also be generated showing the size, amplitude and/or magnitude of the stepped increases (e.g. the difference between the pressure ratio value at the ending point and the starting point of each stepped increase). For example, as seen in <FIG>, in the case of the stepped increase <NUM>, the pressure ratio value at the starting point <NUM> is <NUM>, as shown by label <NUM>, and the pressure ratio value at the ending point <NUM> is <NUM>, as shown by label <NUM>. The amplitude of the stepped increase <NUM> is therefore <NUM> - <NUM>=<NUM>, which is shown in label <NUM>. As also seen in <FIG>, in the case of the stepped increase <NUM>, the pressure ratio value at the starting point <NUM> is <NUM>, as shown by label <NUM>, and the pressure ratio value at the ending point <NUM> is <NUM>, as shown by label <NUM>. The amplitude of the stepped increase <NUM> is therefore <NUM> - <NUM>=<NUM>, which is shown in label <NUM>.

Furthermore, the processor <NUM> may be configured to obtain and/or capture corresponding images showing the position of the first pressure sensing instrument <NUM> within the vessel <NUM> that corresponds to particular locations on the pressure ratio curve <NUM>, and register and/or link the obtained images to the that particular locations on the pressure ratio curve <NUM>. For example, <FIG> is a schematic representation of an image showing the position of the first medical device <NUM> that was captured at a time corresponding to the time of the starting point <NUM>, and may be registered and/or linked to starting point <NUM> on the pressure ratio curve <NUM>; <FIG> is a schematic representation of an image showing the position of the first medical device <NUM> that was captured at a time corresponding to the time of the ending point <NUM>, and may be registered and/or linked to ending point <NUM> on the pressure ratio curve <NUM>; <FIG> is a schematic representation of an image showing the position of the first medical device <NUM> that was captured at a time corresponding to the time of the starting point <NUM>, and may be registered and/or linked to starting point <NUM> on the pressure ratio curve <NUM>; and <FIG> is a schematic representation of an image showing the position of the first medical device <NUM> that was captured at a time corresponding to the time of the ending point <NUM>, and may be registered and/or linked to ending point <NUM> on the pressure ratio curve <NUM>. Each of these images may be linked to the pressure ratio curve <NUM> through a link on the pressure ratio curve <NUM> at or adjacent their corresponding position on the curve (e.g. time). Likewise, each of these images may include a link back to their corresponding position on the pressure ratio curve, as discussed above for <FIG> and <FIG>.

In this particular example, there are significant changes in the pressure ratio value of the curve along the length thereof, including the three stepped changes <NUM>, <NUM>, <NUM> identified during the pullback using the ADS process. This would indicate three focal lesions within this portion of the blood vessel. The ADS process is able to identify, and optimize the location of, and provide marked starting and ending points of these stepped changes, and indicate the amplitude of each. Thus, the system and method may provide medical personnel useful information about the particular area under examination in determining if interventional treatment is necessary or warranted, and/or how and what kind of treatment to use. For example, the regions of the stepped changes <NUM>, <NUM>, <NUM> may indicate locations within the vessel potentially worthy of more aggressive invasive treatments, such as angioplasty or stenting, while the non-stepped regions (e.g. <NUM>, <NUM>, <NUM>) may indicate locations within the vessel potentially worthy of less aggressive or less invasive treatments, such as drug therapy or no treatment at all. Additionally, the regions of stepped changes (e.g. <NUM>, <NUM>, <NUM>) may be compared with one another, so that medical personnel may focus treatment on the regions that may have the most significant hemodynamic impact. For example, in this particular case, the most significant stenosed area or lesion appears to be the most proximal one, with the stepped increase <NUM> measuring <NUM> in amplitude.

Reference is now made to <FIG> for discussion of another prophetic example embodiment. <FIG> is a schematic drawing of a graph <NUM> showing a pressure ratio curve <NUM> that may, for example, be calculated/generated by the processor <NUM> and output to the display <NUM>. The pressure ratio curve <NUM> may be generated using and/or in conjunction with methods and systems as disclosed herein, including the use of the ASD process. As shown in <FIG>, the example pressure ratio curve <NUM> may include large regions of non-stepped portions <NUM>, where the changes in the pressure ratio values are more gradual and/or less rapid, and only one stepped change <NUM> in the pressure ratio curve <NUM>, where the changes in the pressure ratio are more significant or rapid within a certain window (e.g. above a certain threshold change). The processor <NUM> may use the ASD process and/or algorithm, as described above, to identify the location of the stepped change <NUM>, and optionally label it as desired. For example, the processor <NUM> may use the ASD process to identify the stepped change <NUM> in the pressure ratio curve <NUM> and optimize the location of a starting point <NUM> and/or ending point <NUM> of the stepped change <NUM>. The processor <NUM> may also then identify and output to the display marks and/or labels for the identified starting point <NUM> and ending point <NUM>. For example, the starting point may be marked with a line <NUM>, and the pressure ratio value at the starting point may be shown in a label <NUM>. Similarly, the ending point <NUM> may be marked with a line <NUM>, and the pressure ratio value at the ending point <NUM> may be shown in a label <NUM>. Further, a label <NUM> may also be generated showing the size, amplitude and/or magnitude of the stepped increase (e.g. the difference between the pressure ratio value at the ending point <NUM> and the starting point <NUM>). For example, as seen in <FIG>, in the case of the stepped increase <NUM>, the pressure ratio value at the starting point <NUM> is <NUM>, as shown by label <NUM>, and the pressure ratio value at the ending point <NUM> is <NUM>, as shown by label <NUM>. The amplitude of the stepped increase <NUM> is therefore <NUM> - <NUM>=<NUM>, which is shown in label <NUM>.

Again, the processor may be configured to obtain and/or capture image(s) showing the position of the first pressure sensing instrument <NUM> within the vessel <NUM> that corresponds to the particular location(s) on the pressure ratio curve <NUM>, and register and/or link the obtained image(s) to the those particular location(s) on the pressure ratio curve <NUM>. For example, <FIG> is a schematic representation of an image showing the position of the first medical device <NUM> that was captured at a time corresponding to the time of the starting point <NUM> of the stepped change <NUM> in the pressure ratio curve <NUM>, and <FIG> is a schematic representation of an image showing the position of the first medical device <NUM> that was captured at a time corresponding to the time of the ending point <NUM>. Each of these images may be linked to the pressure ratio curve <NUM> through a link on the pressure ratio curve <NUM> at or adjacent their corresponding position on the curve (e.g. time). Likewise, each of these images may include a link back to their corresponding position on the pressure ratio curve, as discussed above for <FIG> and <FIG>.

In this prophetic example, the pressure ratio curve <NUM> is in general more gradual over the majority of the length thereof as compared to the pressure ratio curve <NUM> discussed above. While there is a significant change in the overall pressure ratio value along the entire length of the curve <NUM>, large portions of the curve <NUM> are more gradual and/or do not include stepped increases, and only one small stepped change <NUM> is identified using the ASD process. This may provide medical personnel useful information when determining how to treat this case. Because there is only one small stepped change <NUM> measuring only <NUM> in amplitude, certain treatments may not be appropriate. For example, removing the more proximal stepped increase <NUM> by stenting and/or angioplasty may not be sufficient to bring the pressure ratio value along this section back to acceptable levels. As such, due to the diffuse nature of this stenosed area, other treatments, such as bypass surgery may be more appropriate.

<FIG> shows one example embodiment of a blood pressure sensing guidewire <NUM> that may be sued, for example, as the first pressure sensing medical device <NUM>. The guidewire <NUM> may include a shaft or tubular member <NUM>. The tubular member <NUM> may include a proximal region <NUM> and a distal region <NUM>. The materials for the proximal region <NUM> and the distal region <NUM> may vary and may include those materials disclosed herein. For example, the distal region <NUM> may include a nickel-cobalt-chromium-molybdenum alloy (e.g., MP35-N). The proximal region <NUM> may be made from the same material as the distal region <NUM> or a different material such as stainless steel. These are just examples. Other materials are contemplated.

In some embodiments, the proximal region <NUM> and the distal region <NUM> are formed from the same monolith of material. In other words, the proximal region <NUM> and the distal region <NUM> are portions of the same tube defining the tubular member <NUM>. In other embodiments, the proximal region <NUM> and the distal region <NUM> are separate tubular members that are joined together. For example, a section of the outer surface of the portions <NUM>/<NUM> may be removed and a sleeve <NUM> may be disposed over the removed sections to join the regions <NUM>/<NUM>. Alternatively, the sleeve <NUM> may be simply disposed over the regions <NUM>/<NUM>. Other bonds may also be used including welds, thermal bonds, adhesive bonds, or the like. If utilized, the sleeve <NUM> used to join the proximal region <NUM> with the distal region <NUM> may include a material that desirably bonds with both the proximal region <NUM> and the distal region <NUM>. For example, the sleeve <NUM> may include a nickel-chromium-molybdenum alloy (e.g., INCONEL).

A plurality of slots <NUM> may be formed in the tubular member <NUM>. In at least some embodiments, the slots <NUM> are formed in the distal region <NUM>. In at least some embodiments, the proximal region <NUM> lacks slots <NUM>. However, the proximal region <NUM> may include slots <NUM>. The slots <NUM> may be desirable for a number of reasons. For example, the slots <NUM> may provide a desirable level of flexibility to the tubular member <NUM> (e.g., along the distal region <NUM>) while also allowing suitable transmission of torque. The slots <NUM> may be arranged/distributed along the distal region <NUM> in a suitable manner. For example, the slots <NUM> may be arranged as opposing pairs of slots <NUM> that are distributed along the length of the distal region <NUM>. In some embodiments, adjacent pairs of slots <NUM> may have a substantially constant spacing relative to one another. Alternatively, the spacing between adjacent pairs may vary. For example, more distal regions of the distal region <NUM> may have a decreased spacing (and/or increased slot density), which may provide increased flexibility. In other embodiments, more distal regions of the distal region <NUM> may have an increased spacing (and/or decreased slot density). These are just examples. Other arrangements are contemplated.

A pressure sensor <NUM> may be disposed within the tubular member <NUM> (e.g., within a lumen of tubular member <NUM>). While the pressure sensor <NUM> is shown schematically in <FIG>, it can be appreciated that the structural form and/or type of the pressure sensor <NUM> may vary. For example, the pressure sensor <NUM> may include a semiconductor (e.g., silicon wafer) pressure sensor, piezoelectric pressure sensor, a fiber optic or optical pressure sensor, a Fabry-Perot type pressure sensor, an ultrasound transducer and/or ultrasound pressure sensor, a magnetic pressure sensor, a solid-state pressure sensor, or the like, or any other suitable pressure sensor.

As indicated above, the pressure sensor <NUM> may include an optical pressure sensor. In at least some of these embodiments, an optical fiber or fiber optic cable <NUM> (e.g., a multimode fiber optic) may be attached to the pressure sensor <NUM> and may extend proximally therefrom. The optical fiber <NUM> may include a central core <NUM> and an outer cladding <NUM>. In some instances, a sealing member (not shown) may attach the optical fiber <NUM> to the tubular member <NUM>. Such an attachment member may be circumferentially disposed about and attached to the optical fiber <NUM> and may be secured to the inner surface of the tubular member <NUM> (e.g., the distal region <NUM>). In addition, a centering member <NUM> may also be bonded to the optical fiber <NUM>. In at least some embodiments, the centering member <NUM> is proximally spaced from the pressure sensor <NUM>. Other arrangements are contemplated. The centering member <NUM> may help reduce forces that may be exposed to the pressure sensor <NUM> during navigation of guidewire and/or during use.

In at least some embodiments, the distal region <NUM> may include a region with a thinned wall and/or an increased inner diameter that defines a sensor housing region <NUM>. In general, the sensor housing region <NUM> is the region of distal region <NUM> that ultimately "houses" the pressure sensor <NUM>. By virtue of having a portion of the inner wall of the tubular member <NUM> being removed at the sensor housing region <NUM>, additional space may be created or otherwise defined that can accommodate the sensor <NUM>. The sensor housing region <NUM> may include one or more openings such as one or more distal porthole openings <NUM> that provide fluid access to the pressure sensor <NUM>.

A tip member <NUM> may be coupled to the distal region <NUM>. The tip member <NUM> may include a core member <NUM> and a spring or coil member <NUM>. A distal tip <NUM> may be attached to the core member <NUM> and/or the spring <NUM>. In at least some embodiments, the distal tip <NUM> may take the form of a solder ball tip. The tip member <NUM> may be joined to the distal region <NUM> of the tubular member <NUM> with a bonding member <NUM> such as a weld.

The tubular member <NUM> may include an outer coating <NUM>. In some embodiments, the coating <NUM> may extend along substantially the full length of the tubular member <NUM>. In other embodiments, one or more discrete sections of the tubular member <NUM> may include the coating <NUM>. The coating <NUM> may be a hydrophobic coating, a hydrophilic coating, or the like. The tubular member <NUM> may also include an inner coating <NUM> (e.g., a hydrophobic coating, a hydrophilic coating, or the like) disposed along an inner surface thereof. For example, the hydrophilic coating <NUM> may be disposed along the inner surface of the housing region <NUM>. In some of these and in other instances, the core member <NUM> may include a coating (e.g., a hydrophilic coating). For example, a proximal end region and/or a proximal end of the core member <NUM> may include the coating. In some of these and in other instances, the pressure sensor <NUM> may also include a coating (e.g., a hydrophilic coating).

The materials that can be used for the various components of the system <NUM> and/or the guidewire <NUM> may include those commonly associated with medical devices. For simplicity purposes, the following discussion makes reference to the tubular member <NUM> and other components of the guidewire <NUM>. However, this is not intended to limit the devices and methods described herein, as the discussion may be applied to other tubular members and/or components of tubular members or devices disclosed herein.

The tubular member <NUM> and/or other components of the guidewire <NUM> may be made from a metal, metal alloy, polymer (some examples of which are disclosed below), a metal-polymer composite, ceramics, combinations thereof, and the like, or other suitable material. Some examples of suitable polymers may include polytetrafluoroethylene (PTFE), ethylene tetrafluoroethylene (ETFE), fluorinated ethylene propylene (FEP), polyoxymethylene (POM, for example, DELRIN® available from DuPont), polyether block ester, polyurethane (for example, Polyurethane 85A), polypropylene (PP), polyvinylchloride (PVC), polyether-ester (for example, ARNITEL® available from DSM Engineering Plastics), ether or ester based copolymers (for example, butylene/poly(alkylene ether) phthalate and/or other polyester elastomers such as HYTREL® available from DuPont), polyamide (for example, DURETHAN® available from Bayer or CRISTAMID® available from Elf Atochem), elastomeric polyamides, block polyamide/ethers, polyether block amide (PEBA, for example available under the trade name PEBAX®), ethylene vinyl acetate copolymers (EVA), silicones, polyethylene (PE), Marlex high-density polyethylene, Marlex low-density polyethylene, linear low density polyethylene (for example REXELL®), polyester, polybutylene terephthalate (PBT), polyethylene terephthalate (PET), polytrimethylene terephthalate, polyethylene naphthalate (PEN), polyetheretherketone (PEEK), polyimide (PI), polyetherimide (PEI), polyphenylene sulfide (PPS), polyphenylene oxide (PPO), poly paraphenylene terephthalamide (for example, KEVLAR®), polysulfone, nylon, nylon-<NUM> (such as GRILAMID® available from EMS American Grilon), perfluoro(propyl vinyl ether) (PFA), ethylene vinyl alcohol, polyolefin, polystyrene, epoxy, polyvinylidene chloride (PVdC), poly(styrene-b-isobutylene-b-styrene) (for example, SIBS and/or SIBS 50A), polycarbonates, ionomers, biocompatible polymers, other suitable materials, or mixtures, combinations, copolymers thereof, polymer/metal composites, and the like. In some embodiments the sheath can be blended with a liquid crystal polymer (LCP). For example, the mixture can contain up to about <NUM> percent LCP.

Some examples of suitable metals and metal alloys include stainless steel, such as 304V, <NUM>, and 316LV stainless steel; mild steel; nickel-titanium alloy such as linear-elastic and/or super-elastic nitinol; other nickel alloys such as nickel-chromium-molybdenum alloys (e.g., UNS: N06625 such as INCONEL® <NUM>, UNS: N06022 such as HASTELLOY® C-<NUM>®, UNS: N10276 such as HASTELLOY® C276®, other HASTELLOY® alloys, and the like), nickel-copper alloys (e.g., UNS: N04400 such as MONEL® <NUM>, NICKELVAC® <NUM>, NICORROS® <NUM>, and the like), nickel-cobalt-chromium-molybdenum alloys (e.g., UNS: R30035 such as MP35-N® and the like), nickel-molybdenum alloys (e.g., UNS: N10665 such as HASTELLOY® ALLOY B2®), other nickel-chromium alloys, other nickel-molybdenum alloys, other nickel-cobalt alloys, other nickel-iron alloys, other nickel-copper alloys, other nickel-tungsten or tungsten alloys, and the like; cobalt-chromium alloys; cobalt-chromium-molybdenum alloys (e.g., UNS: R30003 such as ELGILOY®, PHYNOX®, and the like); platinum enriched stainless steel; titanium; combinations thereof; and the like; or any other suitable material.

In at least some embodiments, portions or all of guidewire <NUM> may also be doped with, made of, or otherwise include a radiopaque material. Radiopaque materials are understood to be materials capable of producing a relatively bright image on a fluoroscopy screen or another imaging technique during a medical procedure. This relatively bright image aids the user of the guidewire <NUM> in determining its location. Some examples of radiopaque materials can include, but are not limited to, gold, platinum, palladium, tantalum, tungsten alloy, polymer material loaded with a radiopaque filler, and the like. Additionally, other radiopaque marker bands and/or coils may also be incorporated into the design of the guidewire <NUM> to achieve the same result.

In some embodiments, a degree of Magnetic Resonance Imaging (MRI) compatibility is imparted into the guidewire <NUM>. For example, the guidewire <NUM>, or portions thereof, may be made of a material that does not substantially distort the image and create substantial artifacts (e.g., gaps in the image). Certain ferromagnetic materials, for example, may not be suitable because they may create artifacts in an MRI image. The guidewire <NUM>, or portions thereof, may also be made from a material that the MRI machine can image. Some materials that exhibit these characteristics include, for example, tungsten, cobalt-chromium-molybdenum alloys (e.g., UNS: R30003 such as ELGILOY®, PHYNOX®, and the like), nickel-cobalt-chromium-molybdenum alloys (e.g., UNS: R30035 such as MP35-N® and the like), nitinol, and the like, and others.

Claim 1:
A system (<NUM>) for evaluating a vessel (<NUM>) of a patient, the system comprising:
a processor (<NUM>) configured to:
generate a pressure ratio curve (<NUM>) from a series of pressure ratio values, wherein a pressure ratio value is a distal pressure measurement value divided by a proximal pressure measurement value;
identify a stepped change (<NUM>, <NUM>, <NUM>) in the pressure ratio curve (<NUM>) using an automatic step detection process;
wherein the automatic step detection process includes:
a step window function (<NUM>) identifying a general position of a starting point (<NUM>, <NUM>, <NUM>) of a stepped change (<NUM>, <NUM>, <NUM>) by identifying a change in the pressure ratio values D1 within a first window along the pressure ratio curve that is at or above a first threshold change value T1, wherein if D1 is at or above T1, a condition for a potential starting point, i.e. a step start condition, is met,
wherein if a step start condition already currently exists, and there has not yet been a step end detected, then the current detected step start condition is not treated as indicating a starting point, no step start is identified, and the process feeds back to the start of the step window function, and
if a step start does not previously exist, or if a step start previously exists but had a corresponding step end identified and associated therewith, then the current detected step start condition is treated as indicating a starting point, and
if a starting point is identified, carrying out a step onset optimization function by identifying an optimized position of the starting point by identifying a change in the pressure ratio values D2 within a second window along the pressure ratio curve that is at or above a second threshold change value T2, wherein the second window is smaller than the first window, and the second threshold change value T2 is smaller than the first threshold change value T1, and then
feeding back to the step window function and starting again, using the process to identify and optimize an ending point of the stepped change.