Abstract: A method and system for determining or predicting the most commonly billed supplementary codes or medical services for each unique primary CPT code or service by identifying patterns between co-occurring billed supplementary services in historical claims data. The accuracy of the predictions is scored by applying a similarity index, and an accuracy score is provided for each prediction.

Abstract: An aircraft system includes an aircraft control having embedded biometric sensors. The biometric sensors record pilot physiological data at various phases of flight for analysis and pilot monitoring. The biometric data may be recorded and correlated to flight phases to establish a base-line profile for an individual pilot or an individual flight phase for later comparison and monitoring. Certain biometric data may be used as a secondary characteristic to confirm the identity of a pilot, or to verify that a pilot is currently engaging the aircraft control.

Abstract: A medical imaging system includes a workstation and software configured for accessing medical image data from a database and generating one of more of 1D, 2D, 3D and 4D representations of the medical image data on one or more virtual reality imaging devices, where the virtual display is manipulatable by a user through a user interface associated with the virtual reality imaging device.

Abstract: Edit automation functionality generalizes edits performed by a user in a document, locates similar text, and recommends or applies transforms while staying within a current workflow. Source code edits such as refactoring are automated. The functionality uses or provides anchor target lists, temporal edit patterns, edit graphs, automatable edit sequence libraries, and other data structures and computational techniques for identifying locations appropriate for particular edits, for getting transforms, for selecting optimal transforms, for leveraging transforms in an editing session or later, and for displaying transform recommendations and results. The edit automation functionality enhances automation subtool generation, discoverability, and flexibility, for refactoring, snippet insertion, quick actions in an integrated development environment, and other automatable edit sequences.

Abstract: Systems and methods for industrial printing, e.g., using drop-on-demand (DOD) inkjet print heads, include, in at least one aspect, a printing device including: a print head including a print engine, including multiple nozzles, and circuitry to selectively eject ink through the multiple nozzles to form an image on a moving substrate, and to purge the ink through the multiple nozzles; and a printhead enclosure having an opening in front of the multiple nozzles to allow the selectively ejected ink to pass through the opening when the selectively ejected ink is ejected toward the moving substrate; wherein the printhead enclosure includes a hole placed away from the multiple nozzles; and wherein the printhead enclosure is configured to direct the ink that is purged through the multiple nozzles along an inside surface of the printhead enclosure to the hole through which the ink flows and exits the printhead enclosure.

Abstract: A system stores original datasets in a datastore. The system generates first derivative datasets from the original datasets, and generates second derivative datasets from at least the first derivative datasets. The system determines relationships among the original datasets, the first derivative datasets, and the second derivative datasets, based on an analytical relationship between two datasets, a similarity relationship between two datasets, a modification relationship between two datasets, and a user-interaction relationship between two datasets. Then, the system generates a node map including at least part of the original datasets, the first derivative datasets, and the second derivative datasets as a node, and at least part of the determined analytical, similarity, modification, and user-interaction relationships between two nodes as a link.

Abstract: A legrest assembly is disclosed. The assembly may include a plurality of frame members. The assembly may include one or more closeout panels arranged proximate to an opening within a storage compartment and configured to at least partially form the opening within the storage compartment and at least partially enclose one or more gaps formed between sidewalls of the storage compartment, the plurality of frame members, and a divan seat frame. The assembly may include a plurality of panel doors configured to open or close, the plurality of panel doors including a plurality of integrated frame members configured to couple the plurality of doors to a frame member of the plurality of frame members. The assembly may include a panel door latch mechanism configured to open the plurality of panel doors, the panel door latch mechanism including a door handle and a door latch assembly.

Abstract: Techniques are provided herein for dynamic pressure control of a heat sink. In one example embodiment, an apparatus includes a Ball Grid Array (BGA) device, a heat sink thermally coupled to the BGA device, and a pressure control assembly configured to dynamically control a pressure of the heat sink on the BGA device based on a temperature associated with the BGA device. The pressure control assembly includes a Shape Memory Alloy (SMA) washer configured to apply a first amount of the pressure when the SMA washer is in a first state, and a second amount of the pressure when the SMA washer is in a second state.

Abstract: Systems and methods for inviting an external user to join a shared collaborative channel are provided. In particular, a computing device may generate a common channel invitation for one or more users and cause the common channel invitation to be transmitted to the one or more users. The common channel invitation may include an invitation link to a shared collaborative channel and a selectable option to redeem the common channel invitation to the shared collaboration channel. The computing device is further monitor whether the one or more users access the shared collaborative channel via the invitation link, and in response to detecting that at least one of the one or more users is accessing the shared collaborative channel via the invitation link, allow the at least one user to view at least some content of the shared collaborative channel.

Abstract: A medical imaging binocular indirect ophthalmoscope with computational processing unit, enabling simultaneous or time-delayed viewing and collaborative review of photographs or videos from an eye examination. The invention also claims a method for photographing and integrating information associated with the images, videos, or other data generated from the eye examination.

Abstract: A method of cohorting data sets can include accessing a plurality of data sets each associated with a different target item and a plurality of test items and receiving from a user a selection of a plurality of the data sets. For each of the selected data sets, the method may include determining one or more of the test items interacting with the respective target within a threshold parameter and identifying one or more matching test items of the plurality of test items associated with interactions with each of the targets of the selected data sets. The method can include generating a graphical user interface to display a representation of the matching test items, the selected data sets, or both and receiving a filter selection for reducing a number of the matching test items to a filtered one or more test items smaller than the number of matching test items.

Abstract: Aspects described herein relate to identifying a sidelink priority value of sidelink traffic to be transmitted via a sidelink channel, identifying a type of uplink traffic to be transmitted via an uplink channel, the uplink traffic is scheduled to be transmitted contemporaneously with the sidelink traffic, prioritizing, based at least in part on the identification of the type of uplink traffic being of a first type uplink traffic, the uplink traffic regardless of the sidelink priority value, and transmitting, based on prioritizing the sidelink traffic or prioritizing the uplink traffic, at least one of the sidelink traffic or the uplink traffic.

Abstract: The present disclosure provides methods for accurately predicting the dynamics of symptom response to drugs or other interventions for the treatment of major depressive disorder or other psychological conditions. These methods can allow for a shortening of the time period necessary for the evaluation of a drug or other therapeutic intervention. These predictive methods are based on measured and/or self-reported symptom severity measures at two or more points in time. These measures are then discretized into symptom classes (e.g., low, moderate, severe) and the symptom classes are then applied to the predictive model to predict the progression of symptoms and/or the effectiveness of a drug or other therapeutic intervention.

Abstract: A dual-layer gradient electrode structure is provided for reducing sulfide transfer. In use, an electrode of a lithium-based battery may comprise a first layer disposed above an electrically conductive substrate, the first layer including a first plurality of carbon aggregates having a first porosity. Additionally, the electrode may comprise a second layer disposed above the first layer, the second layer including a second plurality of carbon aggregates, the second layer including a second porosity which is greater than the first porosity, where a first group of particles of the second layer has a first concentration of interacting functional groups, and a second group of particles of the second layer has a second concentration of the interacting functional groups, the second concentration being greater than the first concentration.

Abstract: A method of automating the collection, association, and coordination of multiple medical data sources using a coordinating service application, computer, database, and/or server system to manage devices, examinations, and people involved in the medical examination and treatment process. In an embodiment, the method comprises authenticating a user for a premises, a device, or a device group, validating particular use of the device based on user credentials or type of device or device group, associating a medical examination with a patient or a medical examination schedule, associating medical examination data from a device or device group with a related medical examination session, routing medical examination data to a computer, database, or server, and pairing medical examination session data with a medical interpretation, clinical testing results, diagnoses, and/or other recorded information.

Abstract: A network interface adapter can select between a first transport protocol and a second transport protocol to transmit a network packet based on a state of a connection to a destination address for the second transport protocol. The second transport protocol encapsulates the network packet formatted in the first transport protocol. The network interface adapter can automatically use the second transport protocol when the state of the connection is in an active state, and the first transport protocol when the state of the connection is not in the active state.

Abstract: A machine learning model has two stages. In a first stage, features from one or more frames of a surgical video are extracted, wherein the features include presence of a surgical instrument and type of the surgical instrument. A second stage analyzes the surgical video based on the extracted features to recognize a video segment, wherein the recognized video segment includes a detected presence of the surgical instrument, and where the video segment is recognized by a multi-stage temporal convolution network (MS-TCN) or a vision transformer. Other aspects are also described and claimed.

Abstract: A rotary phase separator for a space environment includes a housing defining a separator chamber therein and a shaft located along a longitudinal axis of the rotary phase separator and inside the housing. Relative motion between the housing and the shaft about the longitudinal axis urging separation of gas and liquid from a two-phase liquid and gas fluid in the separator chamber. One or more magnetic bearing assemblies are supportive of the shaft relative to the housing.

Abstract: A method for 3D object detection is described. The method includes detecting semantic keypoints from monocular images of a video stream capturing a 3D object. The method also includes inferring a 3D bounding box of the 3D object corresponding to the detected semantic vehicle keypoints. The method further includes scoring the inferred 3D bounding box of the 3D object. The method also includes detecting the 3D object according to a final 3D bounding box generated based on the scoring of the inferred 3D bounding box.

Abstract: A therapy specific, pre-programmed, hand-held auto-injection device for delivering a drug to a patient includes a housing, a plurality of syringes carried by the housing, at least one actuator disposed within the housing coupled to the plurality of syringes, and a controller disposed within the housing and communicatively coupled to the at least one actuator. The controller is configured to receive an infusion and aspiration profile, which includes an infusion and aspiration protocol for controlling at least one of the plurality of syringes. The controller is also configured to operate the at least one actuator based on the infusion and aspiration protocol by either expelling a fluid from a respective barrel of the plurality of syringes into the infusion and aspiration location or drawing a fluid from the infusion and aspiration location into a respectively barrel of the plurality of syringes.