Abstract: A system, method, and computer-program product includes obtaining, from a computer database, claim data associated with a digital claim that has an adverse decision, extracting, using one or more feature extractors, one or more corpora of feature vectors from the claim data associated with the digital claim, computing, using a claim assessment machine learning model, a claim assessment inference that includes a likelihood of the adverse decision being reversed for the digital claim based on the claim assessment machine learning model receiving the one or more corpora of feature vectors, and automatically routing the digital claim to a target claim handling queue of a plurality of distinct claim handling queues based on the likelihood of the adverse decision being reversed for the digital claim.

Abstract: Systems and methods for performing aspiration thrombectomy. The aspiration catheter assembly can include a support catheter and an aspiration catheter extending through the support catheter. The catheter assembly can include a distal valve apparatus that can control a level of vacuum at a distal end of the catheter system. Irrigation can flow between the support catheter and the aspiration catheter to flush the catheter assembly.

Abstract: A computer-implemented method for automated data record resolution includes: receiving an unmapped data record comprising a plurality of data fields, wherein at least one data field of the plurality of data fields causes a mapping error between the unmapped data record and a plurality of validated data records; generating, from the plurality of validated records, a resolution candidate record for the unmapped data record based on detecting the mapping error between the unmapped data record and the plurality of validated data records; and automatically re-assigning one or more data records of the computer database that are digitally associated with the unmapped data record to the resolution candidate record.

Abstract: In some embodiments, a method for automated batch processing of a plurality of exception records includes displaying an automated batch processing graphical user interface comprising: a batch explorer user interface container that includes a hierarchical view of a plurality of exception record batches, a first artifact user interface component that is configured to display a plurality of top-level exception records associated with an exception record batch selected in the batch explorer user interface element, a second artifact user interface component that is configured to display a plurality of sub-level exception records subordinate to a top-level exception record selected in the first artifact user interface component, and a plurality of editable user interface fields that are configured to receive input for modifying a plurality of attributes associated with a sub-level exception record selected in the second artifact user interface component.

Abstract: A method, apparatus, and device for executing one or more actions by a processing device in response to a positive saturation determination. The method may include: sensing an object that occupies a first portion of a field of view (FOV) of the sensor at a first point in time; determining a first saturation level of the object at the first portion of the FOV; sensing the object that occupies a second portion of the FOV of the sensor at a second point in time; determining a second saturation level of the object at the second portion of the FOV; determining that the first saturation level is different than the second saturation level; and in response to the first saturation level being different than the second saturation level, executing an executable command associated with the first saturation level and the second saturation level.

Abstract: A system, method, and computer-program product includes obtaining, from a computer database, claim data associated with a digital claim that has an adverse decision, extracting, using one or more feature extractors, one or more corpora of feature vectors from the claim data associated with the digital claim, computing, using a claim assessment machine learning model, a claim assessment inference that includes a likelihood of the adverse decision being reversed for the digital claim based on the claim assessment machine learning model receiving the one or more corpora of feature vectors, and automatically routing the digital claim to a target claim handling queue of a plurality of distinct claim handling queues based on the likelihood of the adverse decision being reversed for the digital claim.

Abstract: A method for concurrently handling multiple artifact types includes displaying a multi-artifact handling user interface for concurrently handling a corpus of exception artifacts and a corpus of validated artifacts, wherein the multi-artifact handling user interface includes: a first dynamic artifact user interface component that displays the corpus of exception artifacts in an editable state during a first period, a second dynamic artifact user interface component that displays the corpus of validated artifacts in an un-editable state during the first period, and a transition control toggle button that is selectable to transition: the first dynamic artifact user interface component from displaying the corpus of exception artifacts to displaying the corpus of validated artifacts during a second period, and the second dynamic artifact user interface component from displaying the corpus of validated artifacts to displaying the corpus of exception artifacts during the second period.

Abstract: A computer-implemented method for automated data record resolution includes: receiving an unmapped data record comprising a plurality of data fields, wherein at least one data field of the plurality of data fields causes a mapping error between the unmapped data record and a plurality of validated data records; generating, from the plurality of validated records, a resolution candidate record for the unmapped data record based on detecting the mapping error between the unmapped data record and the plurality of validated data records; and automatically re-assigning one or more data records of the computer database that are digitally associated with the unmapped data record to the resolution candidate record.

Abstract: A method, system, apparatus, and/or device that may include a first optic located a first distance from an optical receiver, the first optic being adapted to: receive environment content from a location in front of the first optic relative to the optical receiver; and alter a focal vergence of the environment content. The method, system, apparatus, and/or device may include a display located a second distance from the optical receiver, the display being is adapted to: receive the environment content from the first optic; and deliver the environment content and display content to a second optic. The method, system, apparatus, and/or device may include the second optic located a third distance from the optical receiver, the second optic being is adapted to: receive the environment content and the display content from the display; alter the focal vergence of the environment content; and alter a focal vergence of the display content.

Abstract: A computer-implemented method for electronic record classification and machine learning inference(s)-informed automated electronic communication includes obtaining one or more electronic records comprising an unstructured component, the unstructured component comprising a textual representation of a set of instructions; extracting a first set of feature vectors comprising features related to a proposed action instruction, and a second set of feature vectors comprising features related to a proposed temporal instruction; computing a first classification inference and a second classification inference that indicates a likely proposed action instruction type and a likely proposed temporal instruction; generating, by the one or more computer processors, a structured digital artifact accessible via a graphical user interface.

Abstract: A data space such as a virtual/augmented reality environment is generated, through which a viewer/point of view may move. The physical world motion of a display outputting the data space is sensed, received, or computed. The motion of a physical world environment in which the display also is sensed, received, or computed. An output adjustment is determined from the display and environment motions, typically being equal to the environment motion(s). Motion of a point of view within the data space to be outputted by the display is determined. The viewpoint motion corresponds with the display motion within physical space adjusted by the output adjustment. At least part of the data space is outputted to the display from the point of view. The point of view is navigated through the data space according to the viewpoint motion.

Abstract: In the method, a processor generates a three dimensional interface with at least one virtual object, defines a stimulus of the interface, and defines a response to the stimulus. The stimulus is an approach to the virtual object with a finger or other end-effector to within a threshold of the virtual object. When the stimulus is sensed, the response is executed. Stimuli may include touch, click, double click, peg, scale, and swipe gestures. The apparatus includes a processor that generates a three dimensional interface with at least one virtual object, and defines a stimulus for the virtual object and a response to the stimulus. A display outputs the interface and object. A camera or other sensor detects the stimulus, e.g. a gesture with a finger or other end-effector, whereupon the processor executes the response. The apparatus may be part of a head mounted display.

Abstract: Methods for providing simultaneous access to a hardware data stream to multiple applications are disclosed. The first application to access a hardware device is responsible for providing and publishing an application programming interface (API) that provides access to the hardware device's data stream, which other applications can then call to gain access to the data stream. In some examples, the first application may be a server process or daemon dedicated to managing the hardware device data stream and publishing the API. In some further examples, the first application may instead may carry out user functionality unrelated to managing the hardware device.

Abstract: Disclosed are methods, systems and paradigms for opt-in compliance with regulations. A region in physical space is defined. A condition for the region is defined, the condition being a capability of a communicator such as video recording, still image recording, audio recording, audio output, text messaging, audio communication, or remote connection. The presence and location of a communicator with the capability is detected in the region, and a message is sent to the communicator with a request for a response accepting or rejecting remote deactivation of the capability of the communicator. If an acceptance response is received, the communicator capability is deactivated. If an acceptance response is not received, a notification is generated that includes the lack of acceptance response and the location of the communicator.

Abstract: A method, system, apparatus, and/or device for moving or scrolling a virtual object in a virtual or augmented reality environment. The method, system, apparatus, and/or device may include: detecting, by a first sensor, a first gesture associated with selecting a first virtual object in an augmented reality environment displayed by a head-mounted display; displaying, by the head-mounted display, a first indicator indicating a selection of the first virtual object by a user; detecting, using the first sensor or a second sensor, a first movement of the head-mounted display associated with a first movement command; and in response to detecting the first movement of the head-mounted display, executing the first movement command, where the first movement command is a scrolling function to scroll text or a graphical object of the first virtual object or a movement function to move the text or the graphical object of the first virtual object.

Abstract: A user, a manipulator such as a hand, and at least one entity such as a virtual or augmented reality object are in an interface such as a 3D environmental interface. The manipulation distance is the distance between a reference feature of the user and a manipulation feature of the manipulator. The entity distance is the distance between the reference feature and an entity feature of the entity. When the manipulation distance becomes greater than the entity distance, the entity is caused to fade, disappear, move out of the way, shrink, etc. so as to be less of an obstruction to the user's field of view, for example to avoid obstructing more distant entities. Other factors than the manipulation distance and entity distance may be considered in determining whether to reduce the obstructivity of the entity, and exceptions to the obstruction relation may be considered.

Abstract: Apparatuses and methods of operating the same are described. An apparatus including a display, an input device, and a processing device coupled to the display and the input device. The processing device may send an output to the display. The output may include a graphical object associated with a first step of a user-implemented procedure. The processing device may receive an input from the input device. The input may indicate a progress on an execution of the first step by an operator. The processing device may determine whether the input indicates that the operator has completed the first step. The processing device may determine whether the first step is a final step in the user-implemented procedure. The processing device may identify a second step in the user-implemented procedure when the input indicates that the operator has completed the first step and the first step is not a final step.

Abstract: Switching among sensor feeds for optimum performance includes disposing a processor in communication with sensors, each said sensor providing a primary data stream. A data stream standard is established in the processor. The primary data streams are communicated from the sensors to the processor, and are compared against the data stream in the processor. A secondary data stream is selected from among the primary data streams or synthesized from one or more of the primary data streams, based on which primary data stream(s) most closely match the data stream standard. The secondary data stream is communicated to a data stream recipient. The data stream recipient may identify input in the secondary data stream, and an input executor may execute control commands corresponding to the input so as to control a device or system.

Abstract: A controller and methods for operating the controller are provided for an improved paddle, such as a pickleball paddle. The controller operates in a low-power state to ignore all inputs other than a “wake” input, such as tapping a pickleball on the controller or housing of the controller. Programmable options are presented, such as by computer generated/recorded speech, for selection via a mechanical input (e.g., a tap). The controller then operates to report ball strikes received on an impact sensor and reports the location of the impact to the user, such as with generated/recorded speech. As a result, the user may receive near real-time feedback of their performance and where they are striking a ball with a paddle comprising the controller and impact sensor. Focus functions are provided, such as to illuminate a particular LED to indicate an impact with the paddle, strike location, or both.

Abstract: A machine implemented method includes sensing entities in first and second domains. If a first stimulus is present and an entity is in the first domain, the entity is transferred from first to second domain via a bridge. If a second stimulus is present and an entity is in the second domain, the entity is transferred from second first domain via the bridge. At least some of the first domain is outputted. An apparatus includes a processor that defines first and second domains and a bridge that enables transfer of entities between domains, an entity identifier that identifies entities in the domains, a stimulus identifier that identifies stimuli, and a display that outputs at least some of the first domain. The processor transfers entities from first to second domain responsive to a first stimulus, and transfers entities from second to first domain responsive to a second stimulus.