Abstract: Various example embodiments are described in which an anisotropic encoder-decoder convolutional neural network architecture is employed to process multiparametric magnetic resonance images for the generation of cancer predication maps. In some example embodiments, a simplified anisotropic encoder-decoder convolutional neural network architecture may include an encoder portion that is deeper than a decoder portion. In some example embodiments, simplified network architectures may be combined with test-time-augmentation in order to facilitate training and testing with a minimal number of test subjects.

Abstract: A healthcare information system, method and computer program product are provided to receive, process and output healthcare data in compliance with data use restrictions associated with the healthcare data, even in instances in which data projections are assembled from the data elements. In regards to a healthcare information system, processing circuitry is configured to assemble the data projection from a plurality of data elements. At least some data elements have different data use restrictions associated therewith. The processing circuitry is also configured to determine a combined data use restriction for the data projection based upon the data use restrictions of the data elements from which the data projection is assembled. The processing circuitry is further configured to associate metadata with the data projection including the combined data use restriction. Further, the processing circuitry is configured to control access to the data projection in accordance with the combined data use restriction.

Abstract: A system and method is provided for inspecting and recording leak detection and repair components. The method and systems provide a visual representation of the inspection data and provide feedback to the operator to indicate the location of a maximum reading so that the location of the maximum reading may be properly interrogated for a predetermined response time multiple.

Abstract: A method, computer system and computer program product are provided to associate a record of a person and pre-existing records utilizing multiple matching strategies. The implementation of a plurality of matching strategies includes identifying link(s) between the record of the person and pre-existing records based upon an analysis pursuant to the respective matching strategy of demographic attributes of the person and respective individuals associated with the pre-existing records. The implementation of the plurality of matching strategies also includes associating the record of the person and a set of pre-existing records based upon the respective matching strategy. A relationship is then defined between the person and respective individuals associated with one or more sets of pre-existing records as defined by at least one of the plurality of matching strategies.

Abstract: A system and method is provided for inspecting and recording leak detection and repair components. The method and systems provide a visual representation of the inspection data and provide feedback to the operator to indicate the location of a maximum reading so that the location of the maximum reading may be properly interrogated for a predetermined response time multiple.

Abstract: An event-driven system, method and computer program product are provided to selectively generate events in response to receipt of data elements. The event-driven system includes processing circuitry configured to identify, in response to receipt of one or more data elements, an event that is impacted by the one or more data elements. The processing circuitry is also configured to determine whether at least a threshold number of consumers are currently listening for the event. In an instance in which at least a threshold number of consumers are currently listening for the event, the processing circuitry is configured to perform one or more computations based upon the one or more data elements to generate the event. Otherwise, however, the processing circuitry is configured to at least defer the one or more computations that would be performed upon the one or more data elements to generate the event.

Abstract: A health care information system, method and computer program product are provided to transform health care data in an efficient manner. In the context of a health care information system, the health care information system includes processing circuitry configured to define a transformation pipeline that includes a plurality of ordered transform elements. The processing circuitry is also configured to ingest health care data with the transformation pipeline in order to transform the health care data. The processing circuitry is further configured to track propagation of data representative of or associated with the health care data through the transformation pipeline. The processing circuitry is configured to track the propagation by identifying one or more completed transform elements that have completed processing of the data and by also identifying one or more ongoing transform elements that have begun processing of the data but for which the processing is incomplete.

Abstract: A fault-tolerant retry subsystem, method and computer program product are provided in order to automatically retry to deliver a message. In the context of a fault-tolerant retry subsystem, processing circuitry is provided to receive notification that delivery of a message to a subscriber has failed. The processing circuitry also defines a time interval at which delivery of the message is to be retried. The message is to be subjected to a plurality of retry attempts in an instance in which the delivery of the message to the subscriber continues to fail. The time interval is defined in a manner that depends upon which of the plurality of retry attempts is to be performed. As such, the time interval varies between at least some of the retry attempts. The processing circuitry causes the delivery of the message to be retried following expiration the time interval.

Abstract: A method, computer system and computer program product are provided to associate a record of a person and pre-existing records utilizing multiple matching strategies. The implementation of a plurality of matching strategies includes identifying link(s) between the record of the person and pre-existing records based upon an analysis pursuant to the respective matching strategy of demographic attributes of the person and respective individuals associated with the pre-existing records. The implementation of the plurality of matching strategies also includes associating the record of the person and a set of pre-existing records based upon the respective matching strategy. A relationship is then defined between the person and respective individuals associated with one or more sets of pre-existing records as defined by at least one of the plurality of matching strategies.

Abstract: An event-driven system, method and computer program product are provided to selectively generate events in response to receipt of data elements. The event-driven system includes processing circuitry configured to identify, in response to receipt of one or more data elements, an event that is impacted by the one or more data elements. The processing circuitry is also configured to determine whether at least a threshold number of consumers are currently listening for the event. In an instance in which at least a threshold number of consumers are currently listening for the event, the processing circuitry is configured to perform one or more computations based upon the one or more data elements to generate the event. Otherwise, however, the processing circuitry is configured to at least defer the one or more computations that would be performed upon the one or more data elements to generate the event.

Abstract: Embodiments are disclosed for improving throughput in a distributed transaction processing system. In the context of a method, an example embodiment includes receiving information regarding a change in state of a particular transaction recorded by the distributed transaction processing system. This example embodiment of the method further includes updating, by state machine query circuitry of a networked device within the distributed transaction processing system and based on the received information, a state of a primary state machine associated with the particular transaction. Finally, the example embodiment of the method further includes updating, by state machine query circuitry of a networked device within the distributed transaction processing system and based on the received information, a state of a primary state machine associated with the particular transaction. Corresponding apparatuses and computer program products are also provided.

Abstract: A healthcare information system, method and computer program product are provided to receive, process and output healthcare data in compliance with data use restrictions associated with the healthcare data, even in instances in which data projections are assembled from the data elements. In regards to a healthcare information system, processing circuitry is configured to assemble the data projection from a plurality of data elements. At least some data elements have different data use restrictions associated therewith. The processing circuitry is also configured to determine a combined data use restriction for the data projection based upon the data use restrictions of the data elements from which the data projection is assembled. The processing circuitry is further configured to associate metadata with the data projection including the combined data use restriction. Further, the processing circuitry is configured to control access to the data projection in accordance with the combined data use restriction.

Abstract: A health care information system, method and computer program product are provided to transform health care data in an efficient manner. In the context of a health care information system, the health care information system includes processing circuitry configured to define a transformation pipeline that includes a plurality of ordered transform elements. The processing circuitry is also configured to ingest health care data with the transformation pipeline in order to transform the health care data. The processing circuitry is further configured to track propagation of data representative of or associated with the health care data through the transformation pipeline. The processing circuitry is configured to track the propagation by identifying one or more completed transform elements that have completed processing of the data and by also identifying one or more ongoing transform elements that have begun processing of the data but for which the processing is incomplete.

Abstract: A health care information system and method are provided to securely store and control access to health care data. A key management and decryption system includes processing circuitry configured to receive encrypted health care data, representations of a health care context and a time value associated with the health care data, and authorization information associated with a requestor that has requested access to the health care data. The processing circuitry is also configured to determine whether the requestor is authorized to access the health care data based upon an analysis of the authorization information relative to the health care context and the time value associated with the health care data. In an instance in which the requestor is authorized to access the health care data, the processing circuitry is configured to decrypt the health care data and to provide the decrypted version of the health care data.

Abstract: A fault-tolerant retry subsystem, method and computer program product are provided in order to automatically retry to deliver a message. In the context of a fault-tolerant retry subsystem, processing circuitry is provided to receive notification that delivery of a message to a subscriber has failed. The processing circuitry also defines a time interval at which delivery of the message is to be retried. The message is to be subjected to a plurality of retry attempts in an instance in which the delivery of the message to the subscriber continues to fail. The time interval is defined in a manner that depends upon which of the plurality of retry attempts is to be performed. As such, the time interval varies between at least some of the retry attempts. The processing circuitry causes the delivery of the message to be retried following expiration the time interval.

Abstract: A bone anchor including a bone engaging element and an implant engaging element. The bone engaging element includes a first portion formed of a first material and a second portion formed of a second material and extending at least partially along a length of the first portion, and with the second portion of the bone engaging element positioned between the first portion and adjacent bone tissue when the bone engaging element is engaged with the bone to provide an interface with the adjacent bone tissue. In one embodiment, the first portion of the bone engaging element exhibits a first level of rigidity and the second portion exhibits a second level of rigidity less than the first level of rigidity. In another embodiment, the bone engaging element includes external threads, with the second portion of the bone engaging element defining at least a portion of the external threads.

Abstract: A bone anchor system including a bone anchor having an integral head, a stabilization member, and a coupling member molded around the integral head of the bone anchor is provided for coupling the bone anchor to the stabilization member. The coupling member includes an interface to the stabilization member. Advantageously, the interface to the stabilization member is made of a deform able material to reduce surface stress concentration in the stabilization member. The interface of the coupling member may be integral to the coupling member, or the interface may be an interface piece that may be inserted into the coupling member. The integral head of a bone anchor may include a molded cap that is formed from a deformable material and configured to provide an interface to the stabilization member.

Abstract: A bone anchor including a bone engaging element and an implant engaging element. The bone engaging element includes a first portion formed of a first material and a second portion formed of a second material and extending at least partially along a length of the first portion, and with the second portion of the bone engaging element positioned between the first portion and adjacent bone tissue when the bone engaging element is engaged with the bone to provide an interface with the adjacent bone tissue. In one embodiment, the first portion of the bone engaging element exhibits a first level of rigidity and the second portion exhibits a second level of rigidity less than the first level of rigidity. In another embodiment, the bone engaging element includes external threads, with the second portion of the bone engaging element defining at least a portion of the external threads.