mhurhangee/ep-ind-claims huggingface dataset:
A method of predicting prostate cancer progression, comprising: a. determining the expression status of a at least 50 genes selected from Table 1, or all 45 genes listed in Table 2, or all 20 genes listed in Table 3 in a sample obtained from the patient to provide a patient expression profile, wherein the expression level of the genes are known to vary across prostate cancers; b. conducting a Latent Process Decomposition analysis on the patient expression profile and a reference dataset for the same at least 50 genes selected from Table 1 or all 45 genes listed in Table 2 or all 20 genes listed in Table 3 from different patients; c. optionally repeating the analysis step b) multiple times; and d. predicting prostate cancer progression wherein: the LPD analysis organises individual patient expression profiles into groups; the groups are assigned either poor prognosis (DESNT) or a non-poor prognosis (non-DESNT) status; and for each expression profile, the LPD analysis determines the contribution ( p i) of each group to the overall expression profile for each patient expression profile. a. determining the expression status of a at least 50 genes selected from Table 1, or all 45 genes listed in Table 2, or all 20 genes listed in Table 3 in a sample obtained from the patient to provide a patient expression profile, wherein the expression level of the genes are known to vary across prostate cancers; b. conducting a Latent Process Decomposition analysis on the patient expression profile and a reference dataset for the same at least 50 genes selected from Table 1 or all 45 genes listed in Table 2 or all 20 genes listed in Table 3 from different patients; c. optionally repeating the analysis step b) multiple times; and d. predicting prostate cancer progression the LPD analysis organises individual patient expression profiles into groups; the groups are assigned either poor prognosis (DESNT) or a non-poor prognosis (non-DESNT) status; and for each expression profile, the LPD analysis determines the contribution ( p i) of each group to the overall expression profile for each patient expression profile.
A system, comprising: a conveyor system configured to transport one or more objects (310 1-N) via a conveyor belt; a vision system that comprises one or more sensors configured to scan the one or more objects associated with the conveyor system; and a processing device configured to employ a first machine learning model to determine object pose data associated with the one or more objects based on sensor data captured by the one or more sensors of the vision system and wherein the object pose data comprises a position and/or orientation data of each of the one or more objects with respect to the conveyor belt, and wherein the processing device is further configured to generate speed control data for the conveyor belt of the conveyor system based on a set of control policies associated with the object pose data, wherein the speed control data comprises a belt speed for the conveyor belt, wherein the processing device is further configured to generate the set of control policies by employing a simulation associated with multiple conveyor systems, to minimize differences between, at least, real speed control data and simulated speed control data, wherein the simulated speed control data is gathered using said simulation, and to determine an optimal belt speed for the conveyor belt to mitigate a jam condition. a conveyor system configured to transport one or more objects (310 1-N) via a conveyor belt; a vision system that comprises one or more sensors configured to scan the one or more objects associated with the conveyor system; and a processing device configured to employ a first machine learning model to determine object pose data associated with the one or more objects based on sensor data captured by the one or more sensors of the vision system and wherein the object pose data comprises a position and/or orientation data of each of the one or more objects with respect to the conveyor belt, and wherein the processing device is further configured to generate speed control data for the conveyor belt of the conveyor system based on a set of control policies associated with the object pose data, wherein the speed control data comprises a belt speed for the conveyor belt, wherein the processing device is further configured to generate the set of control policies by employing a simulation associated with multiple conveyor systems, to minimize differences between, at least, real speed control data and simulated speed control data, wherein the simulated speed control data is gathered using said simulation, and to determine an optimal belt speed for the conveyor belt to mitigate a jam condition.
An engine nacelle, for a tiltrotor aircraft, including a fixed portion, a moveable proprotor housing and a proprotor gearbox door, said moveable proprotor housing rotatable relative to the fixed portion from a forward flight mode to a vertical flight mode, said proprotor gearbox door connected to a frame of the proprotor housing by hinge fittings and connected to the fixed portion by a door roller mechanism and a roller track assembly, characterised in that: said door roller mechanism includes a carriage member and at least one roller disposed on a first side and on an opposite second side of the carriage member; and said roller track assembly includes: a roller track fixedly mounted externally on the fixed portion, a housing having a longitudinal channel extending along a length of the housing, wherein the channel descends at an end of the housing to form a deep stowage recess for the door roller mechanism, the housing fastened to the fixed portion, and a first track and a second track that are disposed on the housing along a length of the channel and that descend into the deep stowage recess and along which the plurality of rollers of the door roller mechanism traverses; wherein when the movable proprotor housing is in a forward flight mode, the door roller mechanism is completely stowed in the deep stowage recess. said door roller mechanism includes a carriage member and at least one roller disposed on a first side and on an opposite second side of the carriage member; and said roller track assembly includes: a roller track fixedly mounted externally on the fixed portion, a housing having a longitudinal channel extending along a length of the housing, wherein the channel descends at an end of the housing to form a deep stowage recess for the door roller mechanism, the housing fastened to the fixed portion, and a first track and a second track that are disposed on the housing along a length of the channel and that descend into the deep stowage recess and along which the plurality of rollers of the door roller mechanism traverses;
A tissue repair device comprising: a handle having a proximal end and a distal end; a needle assembly disposed at least partially within a channel extending through the handle; a depth tube including a cannulation receiving at least a portion of the needle assembly therein; and a limiter member comprising a housing disposed within the handle and a shaft extending from the distal end of the handle, wherein the shaft is coupled to a distal end of the housing of the limiter member, the shaft configured to engage the cannulation of the depth tube, the limiter member having a finger-engageable actuator for allowing axial movement of the depth tube relative to the needle assembly; wherein the handle comprises a hub coupled to a distal end of a tube extending through the handle, wherein the housing of the limiter member is disposed within the hub, characterized in that the housing of the limiter member comprises a flexure configured to engage a recess in the hub to prevent further distal movement of the limiter member relative to the hub when the finger-engageable actuator is pressed. a handle having a proximal end and a distal end; a needle assembly disposed at least partially within a channel extending through the handle; a depth tube including a cannulation receiving at least a portion of the needle assembly therein; and a limiter member comprising a housing disposed within the handle and a shaft extending from the distal end of the handle, wherein the shaft is coupled to a distal end of the housing of the limiter member, the shaft configured to engage the cannulation of the depth tube, the limiter member having a finger-engageable actuator for allowing axial movement of the depth tube relative to the needle assembly; wherein the handle comprises a hub coupled to a distal end of a tube extending through the handle, wherein the housing of the limiter member is disposed within the hub, characterized in that the housing of the limiter member comprises a flexure configured to engage a recess in the hub to prevent further distal movement of the limiter member relative to the hub when the finger-engageable actuator is pressed.
A fitting for providing a fluid connection between a capillary and a fluidic conduit of a fluidic component, the fitting comprising: a capillary reception configured for receiving the capillary; a force applicator configured for being operable to apply a fixing force for fixing the capillary within the fitting; a force limitation mechanism configured for limiting the fixing force being applicable by the force applicator to the capillary; a force splitter (210, 234) configured for splitting the fixing force into an advance force component for advancing the capillary received in the capillary reception towards the fluidic component and into a clamping force component for clamping the capillary received in the capillary reception within the fitting; a biasing mechanism, particularly arranged between the force applicator and the force splitter (210, 234), and configured for biasing the force splitter (210, 234) against the capillary, characterized in that the force applicator has a lever operable by a user and an eccentric shaft rigidly coupled to the lever so that pivoting the lever pushes the eccentric shaft towards the biasing mechanism to thereby apply the fixing force. a capillary reception configured for receiving the capillary; a force applicator configured for being operable to apply a fixing force for fixing the capillary within the fitting; a force limitation mechanism configured for limiting the fixing force being applicable by the force applicator to the capillary; a force splitter (210, 234) configured for splitting the fixing force into an advance force component for advancing the capillary received in the capillary reception towards the fluidic component and into a clamping force component for clamping the capillary received in the capillary reception within the fitting; a biasing mechanism, particularly arranged between the force applicator and the force splitter (210, 234), and configured for biasing the force splitter (210, 234) against the capillary, characterized in that the force applicator has a lever operable by a user and an eccentric shaft rigidly coupled to the lever so that pivoting the lever pushes the eccentric shaft towards the biasing mechanism to thereby apply the fixing force.
A fluid-filled chamber comprising: a first barrier layer; a second barrier layer cooperating with the first barrier layer to define an interior void that is asymmetric about a longitudinal axis of the fluid-filled chamber, the interior void including a first thickness (T 106a-1) measured in a first direction between the first barrier layer and the second barrier layer at a perimeter region of the interior void and a second thickness (T 106a-2) measured in the first direction that is less than the first thickness (T 106a-1) at a central region of the interior void; a tensile member disposed within the interior void and received only within the central region; and at least two arcs disposed between the perimeter region and the central region, wherein the perimeter region surrounds the central region and the at least two arcs. a first barrier layer; a second barrier layer cooperating with the first barrier layer to define an interior void that is asymmetric about a longitudinal axis of the fluid-filled chamber, the interior void including a first thickness (T 106a-1) measured in a first direction between the first barrier layer and the second barrier layer at a perimeter region of the interior void and a second thickness (T 106a-2) measured in the first direction that is less than the first thickness (T 106a-1) at a central region of the interior void; a tensile member disposed within the interior void and received only within the central region; and at least two arcs disposed between the perimeter region and the central region, wherein the perimeter region surrounds the central region and the at least two arcs.
Vehicle seat comprising at least one seat element (2, 2a, 2b) in which at least one heating device (10, 10a) and at least one ventilation device (11, 11a) is provided, wherein the vehicle seat comprises a sensor device which has at least one temperature sensor (7, 7a) and at least one humidity sensor (8, 8a), wherein an open-loop/closed-loop control device controls the heating device (10, 10a) and/or the ventilation device (11, 11a) on the basis of the data of the sensor device with respect to the comfort parameters temperature and/or humidity content, whereby the seat climate can be actively controlled, characterised in that the at least one seat element (2, 2a, 2b) comprises a first layer (3, 3a) which consists of a material which can absorb and transmit moisture, wherein the material of the first layer (3, 3a) is porous and/or open-pored, wherein the at least one seat element (2, 2a, 2b) can be heated by at least one heating device (10, 10a), whereby moisture absorbed in the first layer (3, 3a) changes at least into a gaseous state and the air located in the seat element (2, 2a, 2b) is heated, wherein the vapour generated by the heating can be conveyed out of the seat element (2, 2a, 2b) by means of the ventilation device, wherein the vapour is drawn out of the seat element (2, 2a, 2b) by means of the ventilation device (11, 11a).
A laundry washing machine comprising: - a washing tub in which washing/rinsing liquid may be loaded; - a rotatable perforated drum, in which laundry to be washed can be loaded; - a discharge system (145, 150) fluidly connected to the washing tub and adapted to selectively discharge washing/rinsing liquid from the washing tub, said discharge system (145, 150) including a discharge duct coupled with the washing tub for receiving washing/rinsing liquid to be discharged; - a pump operable to selectively cause washing/rinsing liquid located in the discharge duct to be discharged through a drain hose or to be conveyed back into the washing tub through a recirculation conduit, characterized in that said pump comprises: a) a pump chamber for receiving washing/rinsing liquid from the discharge duct; b) a diverter element movably arranged in said pump chamber and movable between a first position, in which said diverter element causes washing/rinsing liquid in the pump chamber to be diverted to said recirculation conduit, and a second position, in which said diverter element causes washing/rinsing liquid in the pump chamber to be diverted to said drain hose, and in that said pump comprises a linear actuator coupled to said diverter element and operable to move said diverter element between said first and second position. - a washing tub in which washing/rinsing liquid may be loaded; - a rotatable perforated drum, in which laundry to be washed can be loaded; - a discharge system (145, 150) fluidly connected to the washing tub and adapted to selectively discharge washing/rinsing liquid from the washing tub, said discharge system (145, 150) including a discharge duct coupled with the washing tub for receiving washing/rinsing liquid to be discharged; - a pump operable to selectively cause washing/rinsing liquid located in the discharge duct to be discharged through a drain hose or to be conveyed back into the washing tub through a recirculation conduit, a) a pump chamber for receiving washing/rinsing liquid from the discharge duct; b) a diverter element movably arranged in said pump chamber and movable between a first position, in which said diverter element causes washing/rinsing liquid in the pump chamber to be diverted to said recirculation conduit, and a second position, in which said diverter element causes washing/rinsing liquid in the pump chamber to be diverted to said drain hose, and in that
An elevator hoist machine comprising: a sheave device; a frame to which the sheave device is fixed; a main shaft for supporting the frame; a casing for supporting one end of the main shaft; and a support section for supporting the other end of the main shaft, wherein the support section includes a bearing attached to the main shaft at a side of the other end, a housing having the bearing disposed in an inner space, and a support base to which the housing is fixed, characterized in that: the housing is disposed closer to the casing than the support base in an axial direction of the main shaft; and in a side sectional view of the elevator hoist machine, at least a part of the housing is disposed at a position interposed between the main shaft and the frame. a sheave device; a frame to which the sheave device is fixed; a main shaft for supporting the frame; a casing for supporting one end of the main shaft; and a support section for supporting the other end of the main shaft, wherein the support section includes a bearing attached to the main shaft at a side of the other end, a housing having the bearing disposed in an inner space, and a support base to which the housing is fixed, characterized in that: the housing is disposed closer to the casing than the support base in an axial direction of the main shaft; and in a side sectional view of the elevator hoist machine, at least a part of the housing is disposed at a position interposed between the main shaft and the frame. the housing is disposed closer to the casing than the support base in an axial direction of the main shaft; and in a side sectional view of the elevator hoist machine, at least a part of the housing is disposed at a position interposed between the main shaft and the frame.
A method of manufacturing a battery cell including a reference electrode for measuring a relative electrode potential, the method comprising: (i) manufacturing a reference cell composed of an electrolyte solution, n reference electrodes (n≥2), and a lithium electrode; (ii) charging the reference cell by applying a microcurrent, and then discharging the reference cell immediately thereafter; (iii) charging the reference cell to 40% to 60% of a capacity discharged in the process (ii), thereby performing formation on the reference electrodes so that the reference electrodes have a plateau potential simultaneously; (iv) manufacturing n battery cells with each of the reference electrodes subjected to formation, an electrode assembly, an electrolyte solution and a battery case; and (v) measuring a relative potential of the reference electrode subjected to formation and a positive electrode, and a relative potential of the reference electrode and a negative electrode, in each of the battery cells. (i) manufacturing a reference cell composed of an electrolyte solution, n reference electrodes (n≥2), and a lithium electrode; (ii) charging the reference cell by applying a microcurrent, and then discharging the reference cell immediately thereafter; (iii) charging the reference cell to 40% to 60% of a capacity discharged in the process (ii), thereby performing formation on the reference electrodes so that the reference electrodes have a plateau potential simultaneously; (iv) manufacturing n battery cells with each of the reference electrodes subjected to formation, an electrode assembly, an electrolyte solution and a battery case; and (v) measuring a relative potential of the reference electrode subjected to formation and a positive electrode, and a relative potential of the reference electrode and a negative electrode, in each of the battery cells.
A device for enriching and/or depleting substances in a liquid, having: - a membrane module which essentially consists of concentric members and which contains a separating element in which the substance to be enriched and/or depleted is guided, and wherein the liquid is guided outside the separating element; - a drive module which comprises a drive unit (90, 95) for driving a conveying element which conveys the liquid, - a conveying module for conveying the liquid through the device, having - a conveying element, wherein the drive module can be inserted into and removed from the membrane module when the membrane module is closed in a liquid-tight manner, characterized in that the device contains an oxygenator or is an oxygenator and in that the oxygenator has an outer fibre bundle and an inner fibre bundle; wherein an electromagnetic drive unit which contains a radial magnetic coupling for a central internally located impeller is integrated between the outer fibre bundle and the inner fibre bundle. - a membrane module which essentially consists of concentric members and which contains a separating element in which the substance to be enriched and/or depleted is guided, and wherein the liquid is guided outside the separating element; - a drive module which comprises a drive unit (90, 95) for driving a conveying element which conveys the liquid, - a conveying module for conveying the liquid through the device, having - a conveying element, wherein the drive module can be inserted into and removed from the membrane module when the membrane module is closed in a liquid-tight manner,
Module system for forming a charging socket of a charging device for charging an electric storage device of a vehicle, whereby the charging socket has a socket for receiving a charging connector and a fastening flange for fastening the charging socket to the vehicle, characterised in that the module system is adapted to create a plurality of variants of the charging device, and comprises: - a first, fitting-situation independent module type having a first interface and a second interface; - a plurality of variants of a second module type each having a first interface and a second interface, whereby said variants have different second interfaces and matching first interfaces; - several variants of a third module type each having a first interface and a second interface, whereby said variants have different second interfaces and matching first interfaces; whereby the first interface of the second module type is arranged to be coupled to the first interface of the first module type; whereby the first interface of the third module type is arranged to be coupled to the second interface of the first module type; and whereby the charging socket can be formed from coupling of a variant of the second module type, the first module type and a variant of the third module type, whereby the types of modules from which the charging socket can be formed, can be coupled to one another such that, in a charging operation, a charging current flows through each of the module types from which the charging socket is formed. - a first, fitting-situation independent module type having a first interface and a second interface; - a plurality of variants of a second module type each having a first interface and a second interface, whereby said variants have different second interfaces and matching first interfaces; - several variants of a third module type each having a first interface and a second interface, whereby said variants have different second interfaces and matching first interfaces;