Abstract: A graph-based clinical concept mapping algorithm maps ICD-9 (International Classification of Disease, Revision 9) and ICD-10 (International Classification of Disease, Revision 10) codes to unified Systematized Nomenclature of Medicine (SNOMED) clinical concepts to normalize longitudinal healthcare data to thereby improve tracking and the use of such data for research and commercial purposes. The graph-based clinical concept mapping algorithm advantageously combines a novel graph-based search algorithm and natural language processing to map orphan ICD codes (those without equivalents across codebases) by finding optimally relevant shared SNOMED concepts. The graph-based clinical concept mapping algorithm is further advantageously utilized to group ICD-9/10 codes into higher order, more prevalent SNOMED concepts to support clinical interpretation.

Abstract: An orchestration system of or otherwise available to a web platform centralizes the execution of workflow components of a workflow associated with a job posting hosted by the web platform using various software services internal and/or external to the web platform. The workflow components and attributes thereof are determined based on the job posting. Domain-specific language (DSL) instructions for the various workflow components are generated. First DSL instructions are invoked by the orchestration system to cause an execution of a first workflow component of the workflow by a first software service. The orchestration system obtains an output of the first workflow component, such as values of relevant attributes, and, based on the output and in some cases information derived other than from the first workflow component, invokes next DSL instructions to cause an execution of a next workflow component of the workflow by another software service.

Abstract: A computer-implemented system and method are provided for adaptively controlling communication activity of a communication system. The method stores user information comprising contact preferences, a goal, and account information. The system may receive external information by a trigger engine which applies a trigger rule to determine a degree of relatedness between the goal and at least one of external information and the account information. When the degree of relatedness exceeds a threshold, then the contact preferences may be used to format a communication related to the external information based on the contact preferences. The system may then send the communication to the user by the communication entity according to the contact preferences, and, based on a feedback or lack of feedback from the user related to the communication, adjust at least one of the contact preferences, the trigger rule, or a weighting factor of the trigger rule.

Abstract: A method according to one embodiment includes receiving audio input by a microphone of an access control device that controls access through a passageway, processing an audio signal associated with the audio input to identify and authenticate a user, determining a command corresponding with the audio signal in response to identification and authentication of the user, and performing at least one action that corresponds with the command.

Abstract: A method and system for image segmentation systems and related methods of automatically segmenting cardiac MRI images using deep learning methods. One example method includes inputting MRI volume data from a MRI scanner, segmenting the MRI volume data with a whole volume segmentation analysis module, assembling the segmented MRI volume data into a 3D volume assembly with a 3D volume assembly module, determining the 3D volume assembly for anatomic plausibility with an anatomic plausibility analysis module, and outputting a final segmented 3D volume assembly.

Abstract: A method and system for image segmentation systems and related methods of automatically segmenting cardiac MRI images using deep learning methods. One example method includes inputting MRI volume data from a MRI scanner, segmenting the MRI volume data with a whole volume segmentation analysis module, assembling the segmented MRI volume data into a 3D volume assembly with a 3D volume assembly module, determining the 3D volume assembly for anatomic plausibility with an anatomic plausibility analysis module, and outputting a final segmented 3D volume assembly.

Abstract: A plate retainer apparatus is provided for use on a railroad track with a tie exchanger having a main frame, the apparatus configured for gripping and retaining rail tie plates to a rail during a rail tie exchange process. The plate retainer apparatus includes a plate retainer workhead constructed and arranged for movement independent of that of the main frame. Included on the workhead is a pair of workhead modules, each module associated with a rail of the track and configured for retaining a single tie plate associated with a target tie at a time. Each workhead module is movable relative to the main frame independently of each other.

Abstract: A rail tie plate retaining workhead is provided for use in conjunction with a rail tie replacement machine moving along a railroad track having a pair of rails. The workhead includes a workhead frame configured for movement along the track relative to the rail tie replacement machine, and a pair of plate retaining frames, each frame associated with a respective one of the rails, and being connected to the workhead frame. Each plate retaining frame has at least one rail guide wheel connected to the retaining frame using a fluid powered cylinder, the wheels vertically reciprocating between an extended position, in which the workhead is raised to a travel position, and a retracted position, in which the workhead is lowered to a working position in operational relationship with at least one targeted rail tie plate.

Abstract: A method and system for detecting plaque and vessel constriction by processing intracoronary optical coherence tomography (IVOCT) pullback data performed by software executed on a computer. One example method includes inputting IVOCT pullback data from an imaging device, performing full semantic segmentation of the every image of the IVOCT pullback data with a frame-based segmentation module, generating a cross-sectional frame-based image of the every image of the segmented IVOCT pullback data with a cross-sectional display, and determining the presence of plaque and vessel constriction with an automated analysis application analyzing the cross-sectional frame-based images.

Abstract: A method and system for image segmentation systems and related methods of automatically segmenting cardiac MRI images using deep learning methods. One example method includes inputting MRI volume data from a MRI scanner, segmenting the MRI volume data with a whole volume segmentation analysis module, assembling the segmented MRI volume data into a 3D volume assembly with a 3D volume assembly module, determining the 3D volume assembly for anatomic plausibility with an anatomic plausibility analysis module, and outputting a final segmented 3D volume assembly.

Abstract: A scanning microwave ellipsometer includes: a microwave ellipsometry test head including: a polarization controller; a transmission line; and a sensor that produces sensor microwave radiation, subjects a sample to the sensor microwave radiation, receives a sample reflected microwave radiation from the sample that results from subjecting the sample with the sample reflected microwave radiation, and produces a sensor-received microwave radiation from the sample reflected microwave radiation, wherein a polarization of the sensor microwave radiation is controlled by the polarization controller; an electrical signal measurement system that produces an electrical readout signal such that a magnitude of reflection coefficient ? and an angle of reflection coefficient ? of the sample reflected microwave radiation is determined from the electrical readout signal; and a position controller that adjusts a relative position of the sensor and the sample.

Abstract: A method and system for detecting coverage status and position of coronary stents in blood vessels by processing intracoronary optical coherence tomography (IVOCT) pullback data performed by software executed on a computer. One example method includes inputting IVOCT pullback data from an imaging device, classifying every image of the IVOCT pullback data into two groups with a binary classification module based on the presence of stent struts in the images, predicting lumen border coordinates from segmentation of every image of the IVOCT pullback data with a lumen segmentation module, identifying objects of interest in every image of the IVOCT pullback data with a stent detection module, and determining the coverage status and position of the coronary stents in blood vessels with an automated analysis application analyzing an output from the binary classification module, an output from the lumen segmentation module, and an output from the stent detection module.

Abstract: A scanning microwave ellipsometer includes: a microwave ellipsometry test head including: a polarization controller; a transmission line; and a sensor that produces sensor microwave radiation, subjects a sample to the sensor microwave radiation, receives a sample reflected microwave radiation from the sample that results from subjecting the sample with the sample reflected microwave radiation, and produces a sensor-received microwave radiation from the sample reflected microwave radiation, wherein a polarization of the sensor microwave radiation is controlled by the polarization controller; an electrical signal measurement system that produces an electrical readout signal such that a magnitude of reflection coefficient ? and an angle of reflection coefficient ? of the sample reflected microwave radiation is determined from the electrical readout signal; and a position controller that adjusts a relative position of the sensor and the sample.

Abstract: A rail tie plate retaining workhead is provided for use in conjunction with a rail tie replacement machine moving along a railroad track having a pair of rails. The workhead includes a workhead frame configured for movement along the track relative to the rail tie replacement machine, and a pair of plate retaining frames, each frame associated with a respective one of the rails, and being connected to the workhead frame. Each plate retaining frame has at least one rail guide wheel connected to the retaining frame using a fluid powered cylinder, the wheels vertically reciprocating between an extended position, in which the workhead is raised to a travel position, and a retracted position, in which the workhead is lowered to a working position in operational relationship with at least one targeted rail tie plate.

Abstract: A plate retainer apparatus is provided for use on a railroad track with a tie exchanger having a main frame, the apparatus configured for gripping and retaining rail tie plates to a rail during a rail tie exchange process. The plate retainer apparatus includes a plate retainer workhead constructed and arranged for movement independent of that of the main frame. Included on the workhead is a pair of workhead modules, each module associated with a rail of the track and configured for retaining a single tie plate associated with a target tie at a time. Each workhead module is movable relative to the main frame independently of each other.

Abstract: An unload tee has a tee body with a front side and a rear side. The unload tee further includes a door rotatably connected to front side of the tee body; a catch pin mounted on and projecting from the door; a latch assembly connected to the door, and wherein the latch assembly is positioned towards the front side of the unload tee, and further wherein the latch assembly comprises a latch tab having an ear; and a catch defined as a curve in the ear of the latch tab, wherein the catch is configured to engage the catch pin when the door is in a closed position.

Abstract: An unload tee has a tee body with a front side and a rear side. The tee body includes an extendable link pivotally connected to the front side of the tee body wherein the extendable link is slidable from a first position wherein the extendable link is shortened to a second position wherein the extendable link is lengthened. An arm is pivotally connected at an opposite end of the extendable link and a door is pivotally connected to an end of the arm unconnected to the shaft. The door is configured to cover an opening of the tee body, wherein an end of the door unconnected to the arm is pivotally connected proximate the rear side of the tee body.

Abstract: A noncontact resonameter includes: a resonator to: produce an excitation signal including a field; subject a sample to the excitation signal; produce a first resonator signal in a presence of the sample and the excitation signal, the first resonator signal including: a first quality factor of the resonator; a first resonance frequency of the resonator; or a combination thereof, the first resonator signal occurring in an absence of contact between the sample and the resonator; and produce a second resonator signal in a presence of the excitation signal and an absence of the sample, the second resonator signal including: a second quality factor of the resonator; a second resonance frequency of the resonator; or a combination thereof; a circuit in electrical communication with the resonator to receive the first resonator signal and the second resonator signal; and a continuous feeder to: provide the sample proximate to the resonator; dispose the sample intermediately in the field of the excitation signal during

Abstract: Provided is a payment card for multiple accounts. The card comprises a card member; a plurality of programmable chips, at least one of which is releasably attached to the card member; each programmable chip has an associated personal identification number (PIN); and a control chip operable for selecting one of the programmable chips to be active during a transaction.

Abstract: An unload tee has a tee body with a front side and a rear side. The tee body includes an extendable link pivotally connected to the front side of the tee body wherein the extendable link is slidable from a first position wherein the extendable link is shortened to a second position wherein the extendable link is lengthened. An arm is pivotally connected at an opposite end of the extendable link and a door is pivotally connected to an end of the arm unconnected to the shaft. The door is configured to cover an opening of the tee body, wherein an end of the door unconnected to the arm is pivotally connected proximate the rear side of the tee body.