Abstract: A method of creating an application User Interface (UI) within an Integrated Development Environment (IDE) is disclosed. The method may include receiving a wireframe in the IDE for a current requirement of creating the application UI. The wireframe may include a plurality of functional components. The method may further include identifying a functionality corresponding to the wireframe from a plurality of functionalities within a functional repository. The functionality may include a plurality of sub-functions. The method may further include tracing, through a co-ordinate system, the plurality of functional components of the wireframe to identify locations of the plurality of functional components in the wireframe. The method may further include mapping the plurality of functional components to the plurality of pre-defined sub-functions of the functionality. The method may further include automatically generating a code for creating the application UI based on the mapping.

Abstract: Computer implemented methods and systems are provided for generating diverse key phrases while maintaining competitive output quality. A system for training a sequence to sequence (S2S) machine learning model is proposed where neural unlikelihood objective approaches are used at (1) a target token level to discourage the generation of repeating tokens, and (2) a copy token level to avoid copying repetitive tokens from the source text. K-step ahead token prediction approaches are also proposed as an additional mechanism to augment the approach to further enhance the overall diversity of key phrase outputs.

Abstract: This disclosure relates to methods of diagnosing and treating a copper metabolism-associated disease or disorder, such as Wilson disease (WD).

Abstract: A method (100) of assessing performance of a local medical imaging device operator (LO) during imaging examinations performed using one or more medical imaging devices (2) includes: obtaining data related to the imaging examinations during performance of the medical imaging examinations; analyzing the obtained data to determine one or more performance metrics of the local operator; and during a current imaging examination, providing a remote assistance user interface (UI) (28) to at least one display device (24) operable by a remote expert (RE), the UI providing two-way communication between the local medical imaging device operator and the remote expert via which the remote expert can provide assistance to the local medical imaging device operator, the UI further displaying a visualization (34) of the determined one or more performance metrics of the local operator.

Abstract: Techniques describes herein include using software tools and feature vector comparisons to analyze and recommend images, text content, and other relevant media content from a content repository. A digital content recommendation tool may communicate with a number of back-end services and content repositories to analyze text and/or visual input, extract keywords or topics from the input, classify and tag the input content, and store the classified/tagged content in one or more content repositories. Input text and/or input images may be converted into vectors within a multi-dimensional vector space, and compared to a plurality of feature vectors within a vector space to identify relevant content items within a content repository. Such comparisons may include exhaustive deep searches and/or efficient tag-based filtered searches. Relevant content items (e.g., images, audio and/or video clips, links to related articles, etc.

Abstract: A method may include collecting data from a variety of data sources associated with a user. The data sources may include personal data sources, corporate data sources, and public data source. The data collected from the variety of data sources may be enriched through categorization and aggregation. For example, browser history may be categorized based on types of website and aggregated to reflect the quantity of interactions with each category of website. A multi-dimensional digital profile may be generated based on the enriched data. For instance, the digital profile may include a social, emotional, spiritual, environmental, occupational, intellectual, and physical dimension. One or more recommendation corresponding to one or more of a burnout prediction, wellness recommendation, learning plan, skill gap, and personality type may be generated based on the digital profile. Related systems and computer program products are also provided.

Abstract: Methods are provided of selectively obtaining n-type and p-type regions from the same III-Nitride layer deposited on a substrate without using diffusion or ion-implantation techniques. The III-Nitride layer is co-doped simultaneously with n-type and p-type dopants, with p-type dopant concentration higher than n-type dopant to generate p-n junctions. The methods rely on obtaining activated p-type dopants only in selected regions to generate p-type layers, whereas the rest of the regions effectively behave as an n-type layer by having deactivated p-type dopant atoms.

Abstract: An apparatus provides remote assistance to a local operator of a medical imaging device disposed in a medical imaging device bay via a communication link from a remote location that is remote from the medical imaging device bay to the medical imaging device bay. The apparatus includes a workstation disposed at the remote location including at least one workstation display.

Abstract: A non-transitory computer readable medium (26) stores instructions executable by at least one electronic processor (20) to perform a method (100) of providing assistance from a remote expert (RE) to a local operator (LO) of a medical imaging device (2) during a medical imaging examination. The method includes: extracting image features from image frames displayed on a display device (24?) of a controller (10) of the medical imaging device operable by the local operator during the medical imaging examination; converting the extracted image features into a representation (43) of a current status of the medical imaging examination; and providing a user interface (UI) (28) displaying the representation on a workstation (12) operable by the remote expert.

Abstract: In accordance with an embodiment, described herein is a system and method for delivery of content based on matching of user profiles with content metadata. The system enables delivery of personalized content, without the overhead of managing segment targeting rules, while providing content publishers or marketers with complete control over such personalization. A recommendation service or application program interface, provided by a computer, cloud computing environment, or other type of computer system, enables receipt and processing of requests, from client devices, for personalized content. A recommendation engine delivers content assets in response to a request from a client device. The recommendation engine determines a content channel and a user identity associated with the request, and then delivers content assets based on rules governing the matching of content asset metadata with the user profile. While content classification evolves over time, so also does the personalization of delivered content.

Abstract: Mismanagement of infectious wastes such as test samples leads to the transmission of microbes/toxins/viruses and spread of contagious and infectious diseases. Adding a flocculating agent to liquid waste reduces the risk of spills and aerosolization. Provide is a flocculating/gelating agent comprising the sol of a selected nanomaterial with a defined weight composition in water and a poly-amino acid (polyglutamic acid), that is capable of instantaneous flocculation/gelation, thereby disinfecting both liquid as well as solid samples, rendering them non-infectious, with >99.9% microbial disinfection. Segregation, transportation and incineration of such disinfected medical wastes are easier, safer and decrease medical waste disposal costs for a healthcare facility.

Abstract: The control over the wettability of any surface fundamentally determines its interaction with water. In this regard, artificial surfaces with high water repellency has been of particular interest. The present invention relates to the synthesis and applications of a ceramic composite comprising phosphates of the lanthanide/rare earth series and organic phosphonic acids leading to superhydrophobic materials that offer non-wetting, multi-substrate compatible, additive compatible and antibacterial coatings with high water contact angles >150°.

Abstract: An apparatus (10) provides remote assistance to a local operator of a medical imaging device (2) disposed in a medical imaging device bay (3) via a communication link (14) from a remote location (4) that is remote from the medical imaging device bay to the medical imaging device bay. The apparatus includes a workstation (12) disposed at the remote location including at least one workstation display (24).

Abstract: Provided is a technique for determining a context of an image and an object depicted by the image based on the context. A trained context classification model may determine a context of an image, and a trained object recognition model may determine an object depicted by the image based on the image and the context. Provided is also a technique for determining an object depicted within an image based on an input location of an input detected by a display screen. An object depicted within an image may be detected based on a distance in feature space between an image feature vector of an image and a feature vector of the object, and a distance in pixel-space between an input location of an input and location of the object within the image.

Abstract: Antibodies that bind to programmed cell death protein 1 (PD-1), compositions comprising such antibodies, and methods of making and using such antibodies are disclosed.

Abstract: For a solid-state imaging element that executes image recognition processing, versatility is improved. The solid-state imaging element includes a processing section, a digital signal processing section, and an output interface. The processing section selects any one of a plurality of DNNs (Deep Neural Networks) with different formats of an output tensor. The digital signal processing section executes image recognition processing on an input tensor by use of the selected DNN to generate the output tensor. The output interface outputs a decode parameter for decoding the generated output tensor and the output tensor.

Abstract: Described herein are systems and methods automatic selection for dynamic site compilation in a cloud-based content hub environment. In accordance with an embodiment, embodiments provide an artificial intelligence/machine learning (AI/ML) engine that monitors and collects both content and consumption analytics associated with content items on a webpage. Based upon an analysis of such metrics, content can be automatically tagged such that the content item can be statically compiled with the website (optimized for viewing speed and user experience), or dynamically fetched/loaded on a load or refresh of the website.

Abstract: Upgrading a network appliance to a second firmware is dynamically specified and implemented to minimize network disruption. The installed firmware runs in a first execution domain and the second firmware runs in safe mode in a second execution domain. Upgrade planning data is produced by monitoring service executables in the second execution domain for stage failures at various execution states. The upgrade planning data is used to produce an upgrade specification for upgrading from the installed firmware to the second firmware. The upgrade planning data can indicate that there are execution state dependencies between the service executables. The upgrade specification can be adapted for the execution state dependencies and used by a finite state machine to implement the upgrade.

Abstract: A method (100) of connecting a local medical imaging device operator (LO) with a remote medical imaging expert (RE) during an imaging examination performed using a medical imaging device (2) includes: determining characteristics for available remote medical imaging experts who are available to assist the local operator; matching one or more of the available remote medical imaging experts based on the determined characteristics for the remote medical imaging experts with characteristics of the imaging examination; and providing a user interface (UI) (28, 28?) to at least one display device (24, 24?) operable by the local operator and the remote medical imaging expert, the UI displaying a list (44) of the matched available remote medical imaging experts and via which the local medical imaging device operator can select a matched available medical imaging expert from the displayed list.

Abstract: A method for producing an aromatic dianhydride includes reacting an aromatic diimide with a substituted or unsubstituted phthalic anhydride in an aqueous medium in the presence of an amine exchange catalyst to provide an aqueous reaction mixture including an N-substituted phthalimide, an aromatic tetraacid salt, and at least one of an aromatic triacid salt and an aromatic imide diacid salt. The method further includes removing the phthalimide from the aqueous reaction mixture by extracting the aqueous reaction mixture with an organic solvent in a first extractor for a first time period, at a first extraction temperature and subsequent to the first time period, extracting the aqueous reaction mixture with an organic solvent in a second extractor for a second time period, at a second extraction temperature. The aromatic tetraacid salt is converted to the corresponding aromatic dianhydride. Aromatic dianhydrides prepared according to the method are also described.