mhurhangee/ep-ind-claims huggingface dataset:
A system for providing at least one parameter for a magnetic resonance, MR, scan of a patient, comprising: an input interface for receiving a resonance frequency spectrum, RFS, of an MR scan of the patient; a computing device configured to implement a trained machine learning algorithm, MLA, wherein the trained MLA is configured to receive the RFS received by the input interface as its input, wherein the MLA is further configured to receive as its input, together with the RFS, at least one piece of patient information about the patient from which the RFS was taken, wherein the MLA is trained to generate as its output at least one parameter, the at least one parameter comprising at least a water resonance frequency value; and an output interface configured for outputting at least the generated water resonance frequency value, wherein the MLA is trained with resonance frequency spectra labelled with at least a respective water resonance frequency value ground truth, characterized in that the MLA is additionally trained with the at least one piece of patient information about each of the patients from which the labelled resonance frequency spectra were taken and wherein the at least one piece of patient information comprises information about at least one of: - a weight of the patient, - a height of the patient, - an age of the patient, - a sex of the patient and/or - a body region of the patient from which the RFS was taken. an input interface for receiving a resonance frequency spectrum, RFS, of an MR scan of the patient; a computing device configured to implement a trained machine learning algorithm, MLA, wherein the trained MLA is configured to receive the RFS received by the input interface as its input, wherein the MLA is further configured to receive as its input, together with the RFS, at least one piece of patient information about the patient from which the RFS was taken, wherein the MLA is trained to generate as its output at least one parameter, the at least one parameter comprising at least a water resonance frequency value; and an output interface configured for outputting at least the generated water resonance frequency value, wherein the MLA is trained with resonance frequency spectra labelled with at least a respective water resonance frequency value ground truth, characterized in that the MLA is additionally trained with the at least one piece of patient information about each of the patients from which the labelled resonance frequency spectra were taken and wherein the at least one piece of patient information comprises information about at least one of: - a weight of the patient, - a height of the patient, - an age of the patient, - a sex of the patient and/or - a body region of the patient from which the RFS was taken. - a weight of the patient, - a height of the patient, - an age of the patient, - a sex of the patient and/or - a body region of the patient from which the RFS was taken.
A combine comprising: a vehicle body frame mounting an engine; an engine controlling section for controlling a rotational speed of the engine; a position changing mechanism for varying a position of the vehicle body frame by an operation of an actuator that uses power from the engine; a horizontal position controlling section for setting the vehicle body frame to a horizontal position by controlling the position changing mechanism; a grain tank mounted on the vehicle body frame and configured to store grains conveyed from a threshing device; a load cell for measuring a weight of the grain tank; a yield measuring section for measuring a yield of the grains stored in the grain tank based on measurement result of the load cell; an activation operational tool that outputs an activation signal for activating yield measurement by the yield measuring section; and a yield controlling section configured to provide a high-speed rotation instruction for causing the engine to be driven at a rated rotational speed to the engine controlling section, in response to the activation signal and configured also to provide a horizontal position instruction for setting the vehicle body frame to a horizontal position to the horizontal position controlling section by an operation of the position changing mechanism. a vehicle body frame mounting an engine; an engine controlling section for controlling a rotational speed of the engine; a position changing mechanism for varying a position of the vehicle body frame by an operation of an actuator that uses power from the engine; a horizontal position controlling section for setting the vehicle body frame to a horizontal position by controlling the position changing mechanism; a grain tank mounted on the vehicle body frame and configured to store grains conveyed from a threshing device; a load cell for measuring a weight of the grain tank; a yield measuring section for measuring a yield of the grains stored in the grain tank based on measurement result of the load cell; an activation operational tool that outputs an activation signal for activating yield measurement by the yield measuring section; and a yield controlling section configured to provide a high-speed rotation instruction for causing the engine to be driven at a rated rotational speed to the engine controlling section, in response to the activation signal and configured also to provide a horizontal position instruction for setting the vehicle body frame to a horizontal position to the horizontal position controlling section by an operation of the position changing mechanism.
A computer implemented method for computer-aided analysis of medical images, where a pair of medical images is analysed, the pair including a first image which is a contrasted scan of a part in a human or animal body and a second image which is a native scan of the same part of the human or animal body without contrast agent, the method comprising the steps of: a) identifying one or more anatomic structures (AS1, AS2) within both the first image and the second image, resulting in a positional information of the one or more anatomic structures (AS1, AS2) in the first and second images (I1, I2); b) identifying first centerlines of vessels in the first image, resulting in a positional information of the first centerlines in the first image; c) identifying second centerlines of vessels in the second image corresponding to respective first centerlines in the first image, resulting in a positional information of the second centerlines in the second image, where the identification of the second centerlines comprises the step of mapping the first centerlines from the first image to the second image by estimating a spatial transform from the first image to the second image based on the identified one or more anatomic structures (AS1, AS2) in the first and second images (I1, I2); d) extracting candidate calcified plaques in the second image; e) identifying calcified plaques out of the candidate calcified plaques by a machine learning classifier processing a number of features of the candidate calcified plaques; wherein step d) and/or step e) uses the positional information of the second centerlines in the second image. a) identifying one or more anatomic structures (AS1, AS2) within both the first image and the second image, resulting in a positional information of the one or more anatomic structures (AS1, AS2) in the first and second images (I1, I2); b) identifying first centerlines of vessels in the first image, resulting in a positional information of the first centerlines in the first image; c) identifying second centerlines of vessels in the second image corresponding to respective first centerlines in the first image, resulting in a positional information of the second centerlines in the second image, where the identification of the second centerlines comprises the step of mapping the first centerlines from the first image to the second image by estimating a spatial transform from the first image to the second image based on the identified one or more anatomic structures (AS1, AS2) in the first and second images (I1, I2); d) extracting candidate calcified plaques in the second image; e) identifying calcified plaques out of the candidate calcified plaques by a machine learning classifier processing a number of features of the candidate calcified plaques;
A method for controlling a latch actuation electromechanical device intended to be coupled to a latch in order to electrically actuate it, the latch including a movable portion adapted to drive at least one movable primary lock of the latch into at least one first closure position where the primary lock is deployed and into a second opening position where the primary lock is retracted, the latch actuation electromechanical device comprising: - an actuation mechanism able to be coupled to the movable portion of the latch, - an electric motor to drive the actuation mechanism, - a programmable control unit configured to control at least one parameter of the electric motor selected amongst a rotational speed, a drive direction and a mechanical torque, the control unit being configured to determine a position of at least the primary lock from the determination of a variable position of the actuation mechanism, - a reference curve containing at least one profile of a variable force applied by the actuation mechanism for driving the movable portion as a function of the variable position of the actuation mechanism, - a memory configured to store at least the reference curve, the method comprising the following steps: a) measurement of the variable position of the actuation mechanism, b) controlling at least one parameter of the electric motor by the control unit according to the reference curve, the drive direction of the electric motor and the variable position of the actuation mechanism. - an actuation mechanism able to be coupled to the movable portion of the latch, - an electric motor to drive the actuation mechanism, - a programmable control unit configured to control at least one parameter of the electric motor selected amongst a rotational speed, a drive direction and a mechanical torque, the control unit being configured to determine a position of at least the primary lock from the determination of a variable position of the actuation mechanism, - a reference curve containing at least one profile of a variable force applied by the actuation mechanism for driving the movable portion as a function of the variable position of the actuation mechanism, - a memory configured to store at least the reference curve, a) measurement of the variable position of the actuation mechanism, b) controlling at least one parameter of the electric motor by the control unit according to the reference curve, the drive direction of the electric motor and the variable position of the actuation mechanism.
A reduced-pressure system for treating subcutaneous damaged tissue, the reduced-pressure system comprising: a shaped dressing bolster having an oblique extremity in the form of a chamfered, beveled, or tapered surface and formed from a medical bolster material, the shaped dressing bolster for placing on the patient's epidermis and substantially sized to overlay the damaged subcutaneous tissue; an over-drape (62, 64) for providing a fluid seal over the shaped dressing bolster and a portion of the patient's epidermis; a reduced-pressure source; a reduced-pressure interface coupled to the drape (62, 64), the reduced-pressure interface for delivering reduced pressure to the shaped dressing bolster; a reduced-pressure delivery conduit for fluidly coupling the reduced-pressure source and the reduced-pressure interface; wherein the shaped dressing bolster is adapted to contract under the influence of reduced pressure and the extremity of the shaped dressing bolster is shaped to provide an even distribution of radial, compressive forces; and the shaped dressing bolster further comprises a plurality of lateral notches. a shaped dressing bolster having an oblique extremity in the form of a chamfered, beveled, or tapered surface and formed from a medical bolster material, the shaped dressing bolster for placing on the patient's epidermis and substantially sized to overlay the damaged subcutaneous tissue; an over-drape (62, 64) for providing a fluid seal over the shaped dressing bolster and a portion of the patient's epidermis; a reduced-pressure source; a reduced-pressure interface coupled to the drape (62, 64), the reduced-pressure interface for delivering reduced pressure to the shaped dressing bolster; a reduced-pressure delivery conduit for fluidly coupling the reduced-pressure source and the reduced-pressure interface; wherein the shaped dressing bolster is adapted to contract under the influence of reduced pressure and the extremity of the shaped dressing bolster is shaped to provide an even distribution of radial, compressive forces; and the shaped dressing bolster further comprises a plurality of lateral notches.
Method for determining an ego-motion of a vehicle comprising - recording a first sequence of consecutive images of a front view camera, a second sequence of consecutive images of a left side view camera, a third sequence of consecutive images of a right side view camera, and a fourth sequence of consecutive images of a rear view camera, - merging the first sequence of consecutive images, the second sequence of consecutive images, the third sequence of consecutive images, and the fourth sequence of consecutive images by providing a virtual projection of the images to a ground plane using an affine projection, thereby obtaining a sequence of projected images to obtain a sequence of merged images, - determining an optical flow, based on the sequence of projected images, the optical flow comprising motion vectors of target objects in the surroundings of the vehicle, characterized in that the method further comprises: - determining an ego-motion of the vehicle based on the optical flow, deriving an angular velocity of the vehicle around an instantaneous center of curvature from a wheel speed and a steering angle using an Ackermann steering model, merging the determined ego-motion based on the optical flow and the angular velocity of the vehicle in an incremental pose update, and predicting a kinematic state of the car based on the incremental pose update. - recording a first sequence of consecutive images of a front view camera, a second sequence of consecutive images of a left side view camera, a third sequence of consecutive images of a right side view camera, and a fourth sequence of consecutive images of a rear view camera, - merging the first sequence of consecutive images, the second sequence of consecutive images, the third sequence of consecutive images, and the fourth sequence of consecutive images by providing a virtual projection of the images to a ground plane using an affine projection, thereby obtaining a sequence of projected images to obtain a sequence of merged images, - determining an optical flow, based on the sequence of projected images, the optical flow comprising motion vectors of target objects in the surroundings of the vehicle, characterized in that the method further comprises: - determining an ego-motion of the vehicle based on the optical flow, deriving an angular velocity of the vehicle around an instantaneous center of curvature from a wheel speed and a steering angle using an Ackermann steering model, merging the determined ego-motion based on the optical flow and the angular velocity of the vehicle in an incremental pose update, and predicting a kinematic state of the car based on the incremental pose update.
Apparatus (1;2) for removing an ophthalmic lens from a mold half (3;4), comprising: - a ring member (10;20) movable towards and away from the mold half (3;4), the ring member (10;20) comprising a central opening (103;203) and a plurality of nozzles (100;200) circumferentially distributed about the ring member (10;20), each nozzle (100;200) having an outlet opening directed towards the mold half (3,4) as the ring member (10;20) is placed on the mold half (3;4); - a gripper member (11;21) arranged to be movable towards and away from the mold half (3;4) through the central opening (103;203) of the ring member (10;20); wherein the gripper member (11;21) comprises an attachment surface (110;210) which is provided with holes (111;211) and a channel (112;212) which is connected to and in fluid communication with the holes (111;211) provided in the attachment surface (110;210) in order to allow suction or overpressure to be applied for gripping or releasing the ophthalmic lens, characterized in that the ring member (10;20) further comprises a sealing member (101;201) which is arranged such that it provides a seal for the mold half (3;4) preventing fluid from escaping as the ring member (10;20) is placed on the mold half (3;4). - a ring member (10;20) movable towards and away from the mold half (3;4), the ring member (10;20) comprising a central opening (103;203) and a plurality of nozzles (100;200) circumferentially distributed about the ring member (10;20), each nozzle (100;200) having an outlet opening directed towards the mold half (3,4) as the ring member (10;20) is placed on the mold half (3;4); - a gripper member (11;21) arranged to be movable towards and away from the mold half (3;4) through the central opening (103;203) of the ring member (10;20); wherein the gripper member (11;21) comprises an attachment surface (110;210) which is provided with holes (111;211) and a channel (112;212) which is connected to and in fluid communication with the holes (111;211) provided in the attachment surface (110;210) in order to allow suction or overpressure to be applied for gripping or releasing the ophthalmic lens, characterized in that the ring member (10;20) further comprises a sealing member (101;201) which is arranged such that it provides a seal for the mold half (3;4) preventing fluid from escaping as the ring member (10;20) is placed on the mold half (3;4).
A vacuum cleaner nozzle, comprising a connector socket, pivotally connected to the nozzle by means of a joint, the connector socket comprising an inner tubular opening configured to receive a vacuum cleaner tube, a connector socket release mechanism, comprising a locking member, moveable between a first position, where it is inserted in the tubular opening of the connector socket in order to retain the vacuum cleaner tube therein, and a second position, being forced out of the tubular opening by a movement in said joint, in order to release the vacuum cleaner tube, wherein the connector socket release mechanism comprises a lever having the locking member in the form of a tip at one end, a pivot, and another, free end, characterized by the other, free end is urged by a nozzle part on the other side of the joint when the connector socket is oriented in an upright position, thereby shifting said connector socket release mechanism to the second position.
High-pressure valve for a controlled pressure reduction in a high-pressure treatment of products comprising: a valve body equipped with an inlet lateral with respect to the axis of the valve piston and an outlet, the inlet being connected via an inlet line to a high-pressure chamber receiving a high-pressure medium and the outlet connectable to a drainage system, a valve piston that can be moved axially as desired in the valve body, a positioning device for the high-pressure valve, by means of which the valve piston can be moved axially, wherein the valve piston has an axial inner bore with a transverse connecting opening, and in a first axial position of the valve piston, there is a connection for the high-pressure medium via the inlet line through the connection opening and the inner bore to the drain system, characterized in that an annular gap extending at least in a portion of the valve piston to the outlet is provided between the valve piston and the valve body, wherein in at least a second axial position of the valve piston, in which the connection for the high-pressure medium is closed by the connection opening, the annular gap of the valve piston extends up to the lateral inlet of the valve body. a valve body equipped with an inlet lateral with respect to the axis of the valve piston and an outlet, the inlet being connected via an inlet line to a high-pressure chamber receiving a high-pressure medium and the outlet connectable to a drainage system, a valve piston that can be moved axially as desired in the valve body, a positioning device for the high-pressure valve, by means of which the valve piston can be moved axially, wherein the valve piston has an axial inner bore with a transverse connecting opening, and in a first axial position of the valve piston, there is a connection for the high-pressure medium via the inlet line through the connection opening and the inner bore to the drain system, characterized in that an annular gap extending at least in a portion of the valve piston to the outlet is provided between the valve piston and the valve body, wherein in at least a second axial position of the valve piston, in which the connection for the high-pressure medium is closed by the connection opening, the annular gap of the valve piston extends up to the lateral inlet of the valve body.
A method for preparing ethylene comprising: passing a feed stream containing C1 and C2 hydrocarbon compounds through a first heat exchanger and feeding the feed stream to a second gas-liquid separator; feeding a part of a bottom discharge stream of the second gas-liquid separator to a demethanizer, passing an overhead discharge stream of the second gas-liquid separator through a second heat exchanger, and feeding the overhead discharge stream of the second gas-liquid separator to a third gas-liquid separator; feeding a bottom discharge stream of the third gas-liquid separator to the demethanizer; feeding a bottom discharge stream of the demethanizer to a C2 separator; feeding an overhead discharge stream of the C2 separator to a second compressor; passing a part of a compressed discharge stream of the second compressor through the first heat exchanger and feeding the part of the compressed discharge stream of the second compressor passed through the first heat exchanger to the second compressor as a first circulation flow; passing a part of the compressed discharge stream of the second compressor through the second heat exchanger and feeding the part of the compressed discharge stream of the second compressor passed through the second heat exchanger to a first compressor as a second circulation flow; and feeding a compressed discharge stream of the first compressor to the second compressor. passing a feed stream containing C1 and C2 hydrocarbon compounds through a first heat exchanger and feeding the feed stream to a second gas-liquid separator; feeding a part of a bottom discharge stream of the second gas-liquid separator to a demethanizer, passing an overhead discharge stream of the second gas-liquid separator through a second heat exchanger, and feeding the overhead discharge stream of the second gas-liquid separator to a third gas-liquid separator; feeding a bottom discharge stream of the third gas-liquid separator to the demethanizer; feeding a bottom discharge stream of the demethanizer to a C2 separator; feeding an overhead discharge stream of the C2 separator to a second compressor; passing a part of a compressed discharge stream of the second compressor through the first heat exchanger and feeding the part of the compressed discharge stream of the second compressor passed through the first heat exchanger to the second compressor as a first circulation flow; passing a part of the compressed discharge stream of the second compressor through the second heat exchanger and feeding the part of the compressed discharge stream of the second compressor passed through the second heat exchanger to a first compressor as a second circulation flow; and feeding a compressed discharge stream of the first compressor to the second compressor.