Abstract: A method of creating and displaying a visually distinct rendering of an ultrasound image, acquired from an ultrasound scanner, comprises displaying, on a screen that is communicatively connected to the ultrasound scanner, an ultrasound image feed comprising ultrasound image frames, deploying an AI model to execute on a computing device communicably connected to the ultrasound scanner, wherein the AI model is trained so that when the AI model is deployed, the computing device identifies and segments boundaries of a feature or features, in whole or part, acquiring, at the computing device, a new ultrasound image during ultrasound scanning, processing, using the AI model, the new ultrasound image to identify and segment boundaries of a single feature or two or more features, in whole or part, on the new ultrasound image, thereby creating a single segmented boundary feature or two or more segmented boundary features, applying a graphic onto the single segmented boundary feature or the at least two segmented bound

Abstract: A method for categorization may initiate a local instance of a widget on a device of a user, the widget including a first model. The method for categorization may include retrieving, by the widget, a first data set from the device of the user, the first data set associated with one or more datum of an active user session. The method for categorization may include scoring, by the model, a first item based at least in part on the first data set. The method for categorization may include labeling the first item based on a result of the scoring. The method for categorization may include sending, by the widget, a result of the labeling to a remote server.

Abstract: Aspects described herein may relate to a transaction exchange platform using a streaming data platform (SDP) and microservices to process transactions in accordance with corresponding workflows. The transaction exchange platform may receive transactions from origination sources, which may be added to the SDP as transaction objects. Microservices on the transaction exchange platform may interact with the transaction objects based on configured workflows associated with the transactions. Further, the microservices may leverage machine-learning models to determine whether transaction objects may be more effectively processed using alternative or secondary workflows. Processing on the transaction exchange platform may facilitate clearing and settlement of transactions. Some aspects may provide for dynamic and flexible reconfiguration of workflows.

Abstract: Embodiments relate to metadata-based generic parsing of an incoming data object to transform it for different purposes, such as conversion into a format more suitable for a specific storage type. The received data object comprises members organized according to a structure, each member containing data. The object's structure and the member's type are defined by the associated metadata. The metadata is referenced by parsing logic to generate a schema representing the structure of the data object in a different format (such as an ER table schema). The schema is then stored. When data is received, the metadata is referenced to parse the corresponding object's data accordingly and for ingestion into the generated schema and storage.

Abstract: In some implementations, there is provided a method that includes configuring a first threshold for page-loadable data at a buffer cache associated with a database; checking the buffer cache to determine usage of the buffer cache by the page-loadable data; in response to the usage of the buffer cache being more than the first threshold, causing a background job to release one or more buffers in the buffer cache; checking, after releasing at least one buffer of the buffer cache, the buffer cache to determine whether usage by the page-loadable data is below the first threshold; in response to the usage being below the first threshold, stopping the release of additional one or more buffers in the buffer cache; and in response to the usage being above the first threshold, continuing the release of the additional one or more buffers in the buffer cache.

Abstract: A speech recognition platform configured to receive an audio signal that includes speech from a user and perform automatic speech recognition (ASR) on the audio signal to identify ASR results. The platform may identify: (i) a domain of a voice command within the speech based on the ASR results and based on context information associated with the speech or the user, and (ii) an intent of the voice command. In response to identifying the intent, the platform may perform multiple actions corresponding to this intent. The platform may select a target action to perform, and may engage in a back-and-forth dialog to obtain information for completing the target action. The action may include streaming audio to the device, setting a reminder for the user, purchasing an item on behalf of the user, making a reservation for the user or launching an application for the user.

Abstract: A video recording system and method for seamlessly appending one or more new, discontinuously recorded video segments to a selected previously recorded existing video file, to create a merged video file. The system provides a “continue video” control associated with each previously recorded video file, which a user can activate from an interface display where information identifying the previously recorded video file is displayed, such as its filename and/or a representative thumbnail image. The system allows a user to separately view and label the merged video stream and each segment.

Abstract: Systems and methods for carrier aggregation based on subscriber category information, such as for New Radio Carrier Aggregation in a 5G Network. A call is placed via a calling device and detected at a node of a network. A user equipment capability check is performed, which determines whether the calling device supports carrier aggregation. Subscriber information is received associated with the calling device, including a quality of service (QOS) identifier associated with a subscriber category. Based on the QoS identifier, two or more carriers are selected and assigned. The QoS identifier is associated with a relative priority for assigning cells based on corresponding bandwidth. Call setup is initiated via the two or more carriers.

Abstract: Methods and systems for intelligent use of off-peak bandwidth are disclosed. An example method can comprise receiving a request for content from a user device. The content server can transmit the content to the user device. Upon receiving a teardown command to suspend transmission of the content, after transmitting a first portion of the content to the user device, the content server can determine that playback of the content is likely to be resumed at a peak time. The content server can then pre-position a second portion of the content proximate to the user device prior to the peak time.

Abstract: A method for a data session switching by a User Equipment (UE) is provided. The method includes monitoring network broadcasted parameters of a second Subscriber Identity Module (SIM) of the UE while performing a Fifth Generation Cellular Network (5G) data session over a first SIM of the UE, where the first SIM is configured for a Default Data Service (DDS), detecting that a trigger criterion is met for the 5G data session switching to the second SIM based on the network broadcasted parameters, and in response to the trigger criterion being met, configuring the second SIM for the DDS for continuing the 5G data session over the second SIM.

Abstract: The disclosure relates to a pre-5th-Generation (5G) or 5G communication system to be provided for supporting higher data rates Beyond 4th-Generation (4G) communication system such as Long Term Evolution (LTE). A method for handling handover by a UE (400) is provided. The method includes determining, by User Equipment (UE), whether a measurement identity (ID) of a first neighboring cell and a measurement ID of a second neighboring cell are same. If the measurement ID of the first neighboring cell and the measurement ID of the second neighboring cell are different, the method includes prioritizing sending of a measurement report of the first neighboring cell over a measurement report of the second neighboring cell to a serving cell.

Abstract: Interactions with virtual systems may be difficult when users inadvertently fail to provide sufficient information to proceed with their requests. Certain types of inputs, such as auditory inputs, may lack sufficient information to properly provide a response to the user. Additional information, such as image data, may enable user gestures or poses to supplement the auditory inputs to enable response generation without requesting additional information from users.

Abstract: Aspects of the present disclosure provide systems, methods, and computer-readable storage media that support optimized product design processes. During the design process, information identifying a set of features for a product design are received and evaluated against machine learning logic to identify a set of components that includes components corresponding to the set of features. One or more candidate components may be identified as alternatives to one or more set of components based on the characteristics, and modifications to optimize (e.g., reduce cost, weight, etc.) the set of components may be determined based on at least one design metric and the one or more candidate components. A final set of components that are optimized with respect to the at least one design metric may be output.

Abstract: A method of commissioning a plurality of controllers includes identifying a plurality of controllers that are operably coupled to a network in a building management system. Each of the plurality of controllers are configured to control one or more of a plurality of building management system components within a building management system. A first controller is selected as a source controller. Two or more of the remaining controllers are selected as target controllers. A synch operation is initiated that synchs the control logic of the source controller with each of the two or more target controllers over the network, resulting in each of the two or more target controllers having the control logic of the source controller. The source controller and the two or more target controllers are subsequently used to control one or more respective building management system components of the building management system.

Abstract: We queried DNA from saliva or plasma of 93 HNSCC patients, searching for somatic mutations or human papillomavirus genes, collectively referred to as tumor DNA. When both plasma and saliva were tested, tumor DNA was detected in 96% (95% CI, 84% to 99%) of 47 patients. The fractions of patients with detectable tumor DNA in early- and late-stage disease were 100% (n=10) and 95% (n=37), respectively. Saliva is preferentially enriched for tumor DNA from the oral cavity, whereas plasma is preferentially enriched for tumor DNA from the other sites. Tumor DNA in the saliva and plasma is a valuable biomarker for detection of HNSCC.

Abstract: A method for establishing payment via a dynamic card number using blockchain to protect consumer privacy includes: receiving transaction details for a proposed payment transaction including a transaction amount and primary payment details, wherein the primary payment details are associated with a transaction account; identifying a transaction identifier for the proposed payment transaction and dynamic payment details, wherein the dynamic payment details are separate and distinct from the primary payment details; generating a first blockchain data entry including the transaction identifier, primary payment details, dynamic payment details, and transaction amount; generating a second blockchain data entry including the transaction identifier, dynamic payment details, and transaction amount; and transmitting the first blockchain data entry and the second blockchain data entry to at least one blockchain node of at least one blockchain network.

Abstract: Devices, systems, and methods for generating an emergency event spatial analysis are described herein. In some examples, one or more embodiments include a controller comprising a memory and a processor to execute instructions stored in the memory to receive a visual input from a first sensor and a spatial input from a second sensor, where the first sensor and the second sensor are located on an unmanned aerial vehicle (UAV), generate, based on the visual input and the spatial input, an emergency event spatial analysis, and display, via a user interface, the emergency event spatial analysis.

Abstract: The embodiments disclosed herein relate to various medical device components, including components that can be incorporated into robotic and/or in vivo medical devices. Certain embodiments include various modular medical devices for in vivo medical procedures.

Abstract: A central server computer can process the data in real time by using an event-based data (i.e., event data) platform. Event-based data can be actions performed by entities providing the data to the central server computer. Storing the event-based data can allow the central server computer to store a transaction data in a granular manner according to different events, which can help with verification and traceability.

Abstract: Techniques are described that enable users to configure the mirroring of network traffic sent to or received by computing resources associated with a virtual network of computing resources at a service provider network. The mirrored network traffic can be used for many different purposes including, for example, network traffic content inspection, forensic and threat analysis, network troubleshooting, data loss prevention, and the like. Users can configure such network traffic mirroring without the need to manually install and manage network capture agents or other such processes on each computing resource for which network traffic mirroring is desired. Users can cause mirrored network traffic to be stored at a storage service in the form of packet capture (or “pcap”) files, which can be used by any number of available out-of-band security and monitoring appliances including other user-specific monitoring tools and/or other services of the service provider network.