Abstract: Methods and systems are provided for generating user guidance for ultrasound imaging. In one example, a method includes determining, with a probe recommendation model, a user action to an ultrasound probe prior to and/or during acquisition of a current ultrasound image frame, one or more anatomical features in the current ultrasound image frame, and an anatomy view of the current ultrasound image frame, and outputting, for display on a display device, a probe motion recommendation based on the user action, the one or more anatomical features, and the anatomy view.

Abstract: The present disclosure provides Edge solution that can introduce/incorporate certain intelligence at the Base Node or PGW/UPF to take decision by routing the requests originating from UE. Embodiments of the present disclosure relate to a method that includes parsing of Data-Packet from UE at Base Node or PGW/UPF; Storage of Configuration parameters at Base Node or PGW/UPF and Execution of Routing algorithm at Base Node or PGW/UPF. The disclosure further provides solution as architectures of Intelligent Routing Ability involving base-node or PGW, wherein the routing ability is achieved at Base Node or PGW/UPF with required configuration, routing decision etc., stored at Base Node or PGW/UPF itself and includes Parsing of data packets coming from user equipment (UE) to Base Node or PGW/UPF to find source and destination address or IP, Storage of possible alternate destination information for desired services/application/content in “local configuration file” at Base Node or PGW/UPF.

Abstract: Some embodiments provide a novel method for associating machines of a first network with gateways that connect the machines to an external second network. The method assigns first and second sets of machines to first and second traffic groups that are associated with first and second gateways. Based on statistics regarding data message load on the first gateway, the method identifies a first machine to reassign from a first traffic group to the second traffic group. The method reassigns the first machine to the second traffic group to reduce data message load on the first gateway.

Abstract: Systems are methods are provided for implementing an intelligent optical transceiver. The intelligent optical transceiver implements dynamic health monitoring and “time to fail” prediction functions to predict a failure of a component before it malfunctions during use. By employing the intelligent optical transceiver, a network can prevent failures in its optical connectivity that can degrade the network performance, such as experiencing outages and data unavailability. For example, the intelligent optical transceiver includes a module health monitor, which monitors, in real-time, health parameters of optical communication components in the intelligent optical transceiver. Also, the intelligent optical transceiver includes a time to fail predictor which predicts a time to fail for the optical communication components of the optical transceiver based on a result of a defined regression function.

Abstract: A system processes images of documents, for example, identification documents. The system transforms an image of a document to generate an image that represent the document in a canonical form. For example, if the input image has a document that is tilted at an angle with respect to the sides of the image, the system modifies the orientation of the document to show the document having sides aligned with the sides of the image. The system stores user accounts that include user information including images. The system generates a graph of nodes that represent user accounts with edges determined based on similarity scores between user accounts. The system determines connected components of user accounts, such that each connected component represents user accounts that have a high likelihood of being duplicates.

Abstract: Systems/techniques that facilitate improved uncertainty estimation via object-specific and object-agnostic segmentation disagreement are provided. In various embodiments, a system can access an image depicting an object. In various aspects, the system can localize, via execution of an object-specific segmentation model on the image, a first inferred boundary of the object. In various instances, the system can generate an uncertainty score for the first inferred boundary, based on a second inferred boundary of the object generated via execution of an object-agnostic segmentation model on the image.

Abstract: Disclosed herein are compositions and methods for rapid identification of wounds that are refractory to standard wound care.

Abstract: Disclosed are systems, apparatuses, methods, and computer-readable media for configuring network groups without software-based processing and management. A method includes: validating veracity of a secure enclave based on a secure identify of the secure enclave using the instructions of a secure enclave predriver stored in a memory integral to a processor; establishing a secure connection with the secure enclave; retrieving at least one authentication key from the secure enclave; retrieving at least a portion of a bootstrapper from a secure storage based on the instructions of the secure enclave predriver; validating a veracity of the bootstrapper based on the at least one authentication key; initializing an external memory using the instructions of the bootstrapper; copying a bootloader from the secure storage into the external memory; validating a veracity of the bootloader based on the at least one authentication key; and executing the bootloader.

Abstract: Methods, systems, and devices for wireless communications are described. In some systems, a user equipment (UE) may support one or more applications enabling various types of users to access relevant information relating to performance of the UE across one or more communication modes or radio access technologies (RATs). A type or granularity of the information that the UE provides to the user may depend on a type of the user. For example, if the UE detects that a user is a first user type, the UE may provide the user with relatively simpler or more basic information relating to UE performance. Alternatively, if the UE detects that a user is a second user type, the UE may provide the user with relatively more technical or granular information relating to UE performance. The UE may support a user interface via which the UE may present the information to a user.

Abstract: Antimicrobial dressings for prevention and mitigation of biofilm and bacterial infection by an applied electric current are provided. Methods of making the dressings and methods of applying an electric current to promote the wound healing process are also disclosed.

Abstract: A technique for transmitting data on at least two subbands (602) of a radio channel (600). As to a method aspect of the technique performed by a radio device, control information indicative of at least two precoders for the at least two subbands (602) of the radio channel (600) is received. The data is transmitted on the at least two subbands (602) using the at least two precoders.

Abstract: A method and system for improving cache management in a 5th generation (5G) network function (NF) is provided. The method includes receiving a list of requests from a plurality of user equipment (UE) requiring access to their corresponding user context. The method further includes determining a priority value for each of the plurality of UEs in the received list based on at least one of analytics data received from a network and data analysis function (NWDAF), paging data, or cache eviction policy. The method further includes prioritizing storage of user contexts in a local cache unit based on the priority value for each of the plurality of UEs. The method further includes receiving a request for accessing a user context from a UE of the plurality of UEs and accessing the user context from the cache unit based on the received request.

Abstract: Aspects of the disclosure are directed to a packet cache eviction engine for reliable transport protocols of a network. The packet cache eviction engine can manage on-chip cache occupancy by evicting lower priority packets to off-chip memory and ensuring that higher priority packets are kept on-chip to achieve higher performance and lower latency in processing packets in the network.

Abstract: Example methods and systems for adaptive traffic forwarding are described. In one example, a first computer system may monitor metric information associated with at least a first connectivity service from multiple connectivity services that are connecting (a) the first computer system and a second computer system. In response to determination that a condition for scaling up is satisfied based on the metric information, the first computer system may select, from a set of multiple flows associated with the first connectivity service, a subset that includes at least a first flow. Routing information may be updated to associate the subset with a second connectivity service. In response to detecting egress packets associated with the first flow from the first endpoint, the first computer system may forward the egress packets towards the second computer system using the second connectivity service based on the updated routing information.

Abstract: An apparatus includes a processor and a memory having instructions stored thereon that, when executed by the processor, cause the apparatus to process a first notification received from a first network node to determine a first status of the first network node. The apparatus is also caused to process a second notification received from a second network node to determine a second status of the second network node. The apparatus is further caused to, response to determining the first status and the second status indicate an alarm state, cause a workload assigned to a first data center associated with the first network node and the second network node to be reassigned to a second data center different from the first data center.

Abstract: An example method of implementing a logical network in a software-defined data center (SDDC) includes: receiving, at a control plane, first configurations for first logical routers comprising advertised routes and a second configuration for a second logical router comprising a global in-filter, the global in-filter including filter rules, applicable to all southbound logical routers, which determine a set of allowable routes for the second logical router, the first logical routers connected to a southbound interface of the second logical router; determining, based on the filter rules, that a first advertised route is an allowed route; determining, based on the filter rules, that a second advertised route is a disallowed route; and distributing routing information to a host that implements at least a portion of the second logical router, the routing information including a route for the first advertised route and excluding any route for the second advertised route.

Abstract: The lease-purchase system gives consumers access to numerous products at merchants through a flexible lease-purchase transaction. The lease-purchase system allows merchants to grow their customer bases and allows them to move inventory through another consumer payment method. A parsing engine is utilized to automatically determine which merchant items are eligible to transaction via the lease system. At any time throughout the life of the lease-purchase transaction, the consumer can purchase the leased product or return it.

Abstract: Aspects of the disclosure are directed to a packet cache eviction engine for reliable transport protocols of a network. The packet cache eviction engine can manage on-chip cache occupancy by evicting lower priority packets to off-chip memory and ensuring that higher priority packets are kept on-chip to achieve higher performance and lower latency in processing packets in the network.

Abstract: A computer implemented method for generating a response to a received electronic message. A generative AI is prompted to analyse the electronic message and to generate intent data indicative of an intent associated with the electronic message and data-identifier data indicative of one or more predetermined data identifiers present in the electronic message. The electronic message is analysed to identify and retrieve client data associated with one or more parties associated with the electronic message. The method includes Verifying the retrieved client data includes data corresponding to the generated data-identifier data. If so, query an ERP system with the verified data-identifier data to extract ERP data corresponding to the predetermined data identifiers of which the data-identifier data is indicative, select a response-message template using the intent data, populate the selected response-message template with the ERP data, and present the populated response-message template to a user for approval.

Abstract: This document relates to training and employing of quality estimation models to estimate the quality of different signal characteristics. One example includes a method or technique that can be performed on a computing device. The method or technique can include obtaining training signals exhibiting diverse impairments introduced when the training signals are captured or diverse artifacts introduced by different processing characteristics of a plurality of data enhancement models. The method or technique can also include obtaining quality labels for different signal characteristics of the training signals. The method or technique can also include training at least two different quality estimation models to estimate quality of at least two different signal characteristics based at least on the training signals and the quality labels.