Abstract: A method for facilitating resource management by using predictive analytics is disclosed. The method includes aggregating, via an application programming interface, data from various sources, the data including end user data, resource data, and influential factor data; generating data products based on the aggregated data, the data products including a structured data set, an application, and a tool; training a first model by using the generated data products; determining predictive outputs by using the trained first model and the generated data products, each of the predictive outputs corresponding to a recommended action for management of resources; and publishing the predictive outputs to a downstream application.

Abstract: A non-volatile memory includes a first area with first storage elements configured to store values associated with first neurons of a network and a second area with second storage elements. A control circuit applies one or more first input values to first read paths, each first read path including one among the first storage elements. A computing circuit adds currents supplied by the first read paths to generate an output current. A programming circuit converts the output current into a programming current, and uses the programming current to program a second storage element.

Abstract: Systems and methods are described herein for novel uses and/or improvements for customizing user interfaces for neurodiversity categories using machine learning models. In particular, one or more neurodiversity categories corresponding to a user are identified based on inputting user interaction data into a machine learning model. Based on the output of the machine learning model of one or more neurodiversity categories, user interface parameters are determined for those neurodiversity categories and a customized user interface is generated based on the user interface parameters. One or more applications with which the user interacts are then updated using the customized user interface.

Abstract: Systems, methods, and apparatuses for processing a rewards transaction including an accounts database storing information associated with accounts held by a financial institution including a payment account associated with a customer, a rewards account database storing information associated with reward accounts, including a rewards account associated with the customer, and a processing circuit. The processing circuit is structured to receive transaction details that define a rewards transaction associated with the rewards account, receive a rewards transaction request associated with the rewards account, the rewards transaction request including a rewards amount and recipient details, debit an amount of points from the rewards account maintained by the financial institution and associated with the customer, where the amount of points are less than or equal to the rewards amount, and complete the rewards transaction without converting the rewards amount to currency.

Abstract: A polycrystalline SiC wafer or substrate with a high resistivity benefits functionality of a high power electronic or system in which the polycrystalline SiC wafer or substrate is present or is utilized in manufacturing the high power electronic or system. At least one embodiment of a wafer includes a polycrystalline SiC wafer or substrate that has a high resistivity (e.g., equal to or greater than 1*10{circumflex over (?)}5 or 1E+5 ohm-centimeters) and low warpage. Electronic devices or components made with or from the wafer including the high resistivity polycrystalline SiC wafer or substrate are further optimized when in use and have fewer to no crystal defects. The wafer formed according to the embodiments of the present disclosure has a high or very high resistivity as compared to existing polycrystalline SiC wafers or substrate.

Abstract: A cushion for use in providing a regimen of respiratory therapy to a patient includes a base that defines a main cavity therein an aperture for receiving a flow of breathing gas. A pair of nasal pillows each extend from the base, each having a cone-shaped head that tapers inward and upward from a base portion, that extends directly from the base, to a top opening. Each head is formed to engage an inner portion of a nare of the patient. Each head defines a passage extending between the main cavity and the top opening for further conveying the flow of breathing gas from the main cavity to a nasal passage of the patient. Each base portion includes an inner edge positioned near the center of the cushion that merges with the hollow base and an opposite outer edge spaced upward from an outer surface of the hollow base.

Abstract: An offset-cancellation circuit having a first amplification stage with a gain of the first amplification stage and configured to receive an offset voltage of a first amplifier. A storage element is configured to be coupled to and decoupled from the first amplification stage and configured to store a potential difference output by the first amplification stage. The potential difference is determined by the offset voltage of the first amplifier and the gain of the first amplification stage. A second amplification stage is coupled to the storage element and configured to receive the potential difference from the storage element when the storage element is decoupled from the first amplification stage and configured to deliver an offset-cancellation current. The offset-cancellation current is determined by the potential difference and a gain of the second amplification stage.

Abstract: Methods and systems are provided for controlling and diagnosing a mechanical vehicle component. In one example, a method may include determining an input device state and an electric machine torque at a diagnostic controller, and identifying a fault condition based on these determinations. Further, the diagnostic controller may trigger an active fault state of the mechanical vehicle component to avoid unintended vehicle acceleration, particularly at low speeds.

Abstract: Differentiation of access within the metaverse. According to one aspect, a metaverse visualization of an environment is modified as viewed by an avatar upon access of the environment by another avatar. According to another aspect, access of an avatar to a restricted access environment within the metaverse enables trusted avatars selective access to the restricted access environment together with the avatar.

Abstract: Presented herein are systems and methods for the employment of machine learning models for image processing. A method may include a capture of a video feed including image data of a document at a client device. The client device can provide the video feed to another computing device. The method can include, by the client device or the other computing device object recognition for recognizing a type of document and capturing an image exceeding a quality threshold of the document amongst the frames within the video feed. The method may further include the execution of other image processing operations on the image data to improve the quality of the image or features extracted therefrom. The method may further include anti-fraud detection or scoring operations to determine an amount of risk associated with the image data.

Abstract: Disclosed is a medical imaging system (100, 400) component comprising: an optical image generator (122) configured for generating a two-dimensional image (200); an optical imaging system (126) configured for acquiring optical image data (166); and an optical waveguide bundle (124) comprising a subject end (132) and an equipment end (130). The subject end comprises at least one lens (136, 136). The optical image generator is configured for optically coupling to the equipment end to form an image projection pathway. The optical waveguide bundle is configured for projecting the two-dimensional image through the image projection pathway. The optical imaging system is configured for optically coupling to the equipment end to form an optical image data acquisition pathway. The optical imaging system is configured for acquiring the optical image data through the lens via the optical image data acquisition pathway.

Abstract: A method and system for automating a process of downloading and analyzing messages from conversation rooms and chat rooms to determine topics, entities, context, and actionable items are provided. The method includes downloading a set of messages that have been communicated over a communication channel; analyzing each respective message in order to determine at least one respective topic that relates to each respective message; determining, based on a result of the analysis, metrics that relate to the set of messages; and storing historical data that relates to the downloaded set of messages and each of the metrics. The analysis may be performed by executing an artificial intelligence (AI) algorithm that is based on a Natural Language Processing (NLP) model and is trained by using the historical data.

Abstract: Generating an image signal comprises a receiver that receives source images representing a scene. A combined image generator generates combined images from the source images. Each combined image is derived from source images. An evaluator determines prediction quality measures for elements of the source images where the prediction quality measure for an element of a source image is indicative of a difference between pixel values in the source image and predicted pixel values for pixels in the element. The predicted pixel values are pixel values resulting from prediction of pixels from the combined images. A determiner determines low-quality segments of the source images comprising elements for which the prediction quality measure is indicative of a difference between the pixels that is above a threshold. An image signal generator generates an image signal comprising image data representing the combined images and the low-quality segments of the source images.

Abstract: An ultrasound system includes a transducer array configured to generate analog ultrasound signals. The system includes one or more analog-to-digital converters (ADCs) in communication with the transducer array. The ADCs is configured to convert the analog ultrasound signals to digital ultrasound signals. The system includes a processor circuit in communication with the ADCs. The processor circuit includes digital in-phase/quadrature (I/Q) mixers configured to generate digital continuous wave (CW) Doppler signals based on the digital ultrasound signals. The processor circuit is configured to process the digital CW Doppler signals, generate a graphical representation of a distribution of blood flow velocities over a plurality of cardiac cycles, and output the graphical representation to a display in communication with the processor circuit.

Abstract: Examples described herein relate to systems, apparatuses, and methods for generating a securitized loan blockchain, including providing at least one security criterion, identifying at least one loan block of a loan blockchain that satisfies the security criterion, where the loan blockchain corresponds to at least one loan, and the security criterion is associated with the at least one loan block and a dynamic financial profile of a borrower of the at least one loan, and generating a security blockchain including at least a first security block, where the first security block is associated with a loan link identifier object that identifies the loan block of the loan blockchain.

Abstract: An apparatus and methods are provided for an air filter precleaner for an open air filter box. The air filter precleaner includes a filter medium between a base and a grating that are fastened over an opening into an interior of the air filter box. The filter medium comprises a sheet of filter material having a shape and a size suitable for being supported between the base and the grating. The base is a rigid member that supports the filter medium in a sheet configuration, such that the airstream passes through the filter medium before entering the air filter box. The grating is a rigid member comprising a screen portion surrounded by a frame that is configured to be fastened onto the air filter box. The screen portion comprises a shaped lattice that allows the airstream to pass through the filter medium before entering the air filter box.

Abstract: The following relates generally to systems and methods of transesophageal echocardiography (TEE) automation. Some aspects relate to a TEE probe with ultrasonic transducers on a distal end of the TEE probe. In some implementations, if a target is in a field of view (FOV) of the ultrasonic transducers, an electronic beam steering of the probe is adjusted; if the target is at an edge of the FOV, both the electronic beam steering and mechanical joints of the probe are adjusted; and if the target is not in the FOV, only the mechanical joints of the probe are adjusted.

Abstract: Systems and methods are described herein for novel uses and/or improvements for customizing user interfaces for neurodiversity categories using machine learning models. In particular, one or more neurodiversity categories corresponding to a user are identified based on inputting user interaction data into a machine learning model. Based on the output of the machine learning model of one or more neurodiversity categories, user interface parameters are determined for those neurodiversity categories and a customized user interface is generated based on the user interface parameters. One or more applications with which the user interacts are then updated using the customized user interface.

Abstract: Systems and methods for enhanced mobile device authentication are disclosed. Systems and methods for enhanced mobile authentication are disclosed. In one embodiment, method for electronic device authentication may include (1) a server comprising at least one computer processor communicating a one-time passcode to an electronic device over a first communication channel; (2) the server receiving, from the electronic device over a second communication channel the one-time passcode encrypted with a private key associated with the electronic device; (3) the server decrypting the one-time passcode using a public key; (4) the server validating the one-time passcode; (5) the server generating a device identifier for the electronic device; and (6) the server persisting an association between the device identifier and the electronic device.

Abstract: A system includes a housing computing system comprising one or more processors and memory storing instructions that, when executed by the one or more processors, cause the housing computing system to perform operations comprising generating a first storage data packet comprising information about banknotes stored in a first universal cassette docked with a universal cassette housing, generating a second storage data packet comprising information about banknotes stored in a second universal cassette docked with the universal cassette housing, transmitting the first storage data packet and the second storage data packet to a provider computing system, receiving from the provider computing system rebalancing data based on at least one of the first storage data packet or the second storage data packet, and causing a transport apparatus to initiate a transfer based on the rebalancing data to transfer a set of banknotes from the first universal cassette to the second universal cassette.