Abstract: Techniques for classifying heartbeats using patient electrocardiogram (ECG) data are described. ECG data is received, including waveform data and time interval data relating to a plurality of heartbeats for the patient. A convolutional neural network in a first path of a machine learning architecture generates a first plurality of output values by analyzing the waveform data. A fully-connected neural network in a second path of the machine learning architecture generates a second plurality of output values by analyzing the time interval data. The plurality of heartbeats in the ECG data are classified by concatenating the first plurality of output values and the second plurality of output values using the machine learning architecture.

Abstract: An expandable annular barrier includes a tubular metal part, an expandable metal sleeve surrounding the tubular metal part, and an expandable space therebetween. The metal sleeve has a first thickness, an expansion opening in the tubular metal part through which fluid enters in order to expand the metal sleeve, and a valve assembly having a first opening fluidly connected with the first zone in the expanded condition of the annular barrier, a second opening fluidly connected with the second zone through a fluid channel between the tubular metal part and the metal sleeve, and a third opening fluidly connected with the expandable space. The fluid channel has an extension along a circumference of the tubular metal part being at least 5% of the circumference of the tubular metal part.

Abstract: A remote hydrocarbon processing system comprising a gas compressor skid, gas processing skid, electric power generation skid, liquid storage tank, blending skid, and crude oil source, are fluid flow interconnected and located proximate to a producing well. Produced gases are delivered from the well to the gas compressor skid. Compressed natural gas is delivered to the gas processing skid where it is thermally separated to generate a processed gas stream and a processed liquid stream. The processed gas stream is delivered to the electric power generation skid and burned to generate electricity that may be delivered to an electric power transmission line. The processed liquid stream is delivered to the liquid storage tank. Crude oil from the crude oil source and processed liquid stream from the liquid storage tank are delivered to the Blending skid and blended into a lower viscosity, higher API gravity transportable crude oil.

Abstract: In a burner of an embodiment, a torch part includes: a torch combustor liner that is provided in a torch part casing and burns a fuel and an oxidant; a torch fuel supply part that supplies a fuel; a torch oxidant supply part that supplies an oxidant; an ignition device that ignites a fuel-air mixture; and a combustion gas pipe that is arranged at the center of the torch part and leads a combustion gas in the torch combustor liner to one end side of the torch part. A main fuel-main oxidant supply part includes: a main fuel supply passage formed in an annular shape on an outer periphery of the torch part; and a main oxidant supply passage formed in an annular shape on an outer periphery of the main fuel supply passage.

Abstract: Various example embodiments for supporting forward error correction (FEC) in a communication system are presented. Various example embodiments for supporting FEC in a communication system may include the selection of a FEC setting for a communication channel from a transmitter to a receiver, e.g., the selection of a FEC setting for a communication channel, the selection of a FEC setting for a data burst sent over a communication channel, the selection of a FEC setting for a portion of a data burst sent over a communication channel, switching between FEC settings for different portions of a data burst over a communication channel, or the like, as well as various combinations thereof.

Abstract: A rib-stiffened composite structure includes a composite face sheet having a continuous reinforcing fiber in a polymer matrix. A polymer core is in a grid pattern disposed on the composite face sheet, the grid pattern having a first series of paths crossing over a second series of paths. Material voids are formed in the spaces between the series of paths. A composite rib-cap is disposed upon an upper surface of the polymer core. The composite rib-cap includes a continuous reinforcing fiber in a polymer matrix. The fibers of the continuous reinforcing fiber of the polymer matrix of the composite rib cap are oriented in a direction along the first and second series of paths of the grid pattern of the extruded polymer core.

Abstract: Methods and systems for generating a response to a query using an AI engine. One method includes translating a received query into a profile comprised of at least a query type and a priority. The method further includes collecting, based on the profile, a first set of data items from a first data file storing data categorized as general public data and a second set of data items from a second data file storing data categorized as personal private information and applying an AI correlation engine to the second set of data items to determine PPI-agnostic relevancy indicators for PPI included in the second set of data items. The method further includes masking, based on the query cluster profile, the second set of data items by replacing the PPI included in the second set of data items with the PPI-agnostic relevancy indicators.

Abstract: A developer storage container includes a container body and a shape forming member. The developer storage container is attached to and detached from any one of three or more mounting portions provided to an image forming apparatus forming an image using a developer. The container body has a side wall portion formed in a mounting direction to the image forming apparatus. The shape forming member is attached to the side wall portion in a mode to correspond to any one of three mounting portions, forming a first non-compatible shape corresponding to this mounting portion.

Abstract: Embodiments of systems and methods for supplying fuel, enabling communications, and conveying electric power associated with operation of a hydraulic fracturing unit of a plurality of hydraulic fracturing units are disclosed and may include a fuel line connection assembly configured to be connected to the first hydraulic fracturing unit and to supply fuel from a fuel source to a gas turbine engine connected to the hydraulic fracturing unit. A system also may include a communications cable assembly configured to be connected to the hydraulic fracturing unit and to enable data communications between the hydraulic fracturing unit and a data center or another hydraulic fracturing unit. A system further may include a power cable assembly configured to be connected to the hydraulic fracturing unit and to convey electric power between the hydraulic fracturing unit and a remote electrical power source or the plurality of hydraulic fracturing units.

Abstract: Provided is a solid-state imaging device, including a first electrode formed on a semiconductor layer, a photoelectric conversion layer formed on the first electrode, a second electrode formed on the photoelectric conversion layer, and a third electrode disposed between the first electrode and an adjacent first electrode, and electrically insulated. A voltage of the third electrode is controlled to a voltage corresponding to a detection result which can contribute to control of discharge of charges or assist for transfer of charges. The detection results corresponds to one of light or temperature and the voltage of third electrode is controlled according to an output of a frame image obtained before exposure.

Abstract: Battery testing systems and methods are disclosed. One system includes one or more test platforms and a processing system. Each test platform performs ultrasonic scans of batteries. During the scans, each test platform can place pressure upon and measure temperature and open circuit voltages of each battery, transmit ultrasound signals into each battery and generate transmitted signal data in response, detect ultrasound signals reflected by or transmitted through each battery in response to the transmitted ultrasound signals and generate received signal data in response. The processing system can quantify aspects of the signal data and present the aspects to one or more battery models, which compute and assign a state of charge (SOC) and a state of health (SOH) to each battery in response. For example, the processing system can be in a service provider network that receives and analyzes signal data sent from test platforms at different customer facilities.

Abstract: A connection clamping device (21; 61; 81; 131; 151) arranged for securing a flexible tube (1) to a barbed end (5b) of a tube connector (5), whereby the barbed end (5b) comprises a barb (9) and the tube connector during connection is arranged to protrude into an end of the flexible tube (1), characterized in that said connection clamping device comprises two sections (23 a, 23b) which, during connection when the tube connector protrudes into an end of the flexible tube, are arranged to be connected and locked to each other by a locking mechanism (33a,33b,34a,34b; 63a, 63b, 64a, 64b) around the tube connector (5) and the flexible tube (1), such that the flexible tube (1) is compressed against the tube connector (5) by a rib (41a, 41b) provided on the inner circumference of the connection clamping device.

Abstract: A defense system that receives information regarding an incoming object(s), then automatically coordinates spoofing or jamming of SATNAV signals potentially used by the incoming object(s) while also informing friendly systems of the spoofing or jamming of SATNAV signal.

Abstract: Disclosed are compositions of matter, treatments and protocols useful for induction of T regulatory cells in response to inflammation, as well as inhibition of suicidal ideations and/or neuroinflammation. In some embodiments the invention teaches the administration of a therapeutic combination of ingredients comprising of minocycline, pterostilbene, Nigella sativa, sulforaphane, and epigallocatechin-3-gallate (EGCG) to a mammal undergoing upregulation of inflammatory mediators. In another embodiment, the invention teaches administration of said therapeutic combination to a mammal infected with said SARS-CoV-2 and/or possessing suicidal ideations. In some embodiments dosage of said therapeutic combination is based on inflammatory and/or immunological parameters observed in patients.

Abstract: The subject invention provides compositions and methods for reducing deleterious atmospheric gases and/or precursors thereof using livestock feed additives and/or supplements. In preferred embodiments, a multi-purpose composition comprising one or more beneficial microorganisms and/or one or more microbial growth by-products is applied to livestock animals' feed and/or to a field or pasture where livestock animals graze. In some embodiments, the composition controls methanogenic bacteria. In some embodiments, the composition enhances carbon sequestration in the field or pasture by promoting plant health and/or growth.

Abstract: Systems and methods for an e-commerce health care marketplace are provided. In one embodiment, a method comprises, responsive to a query from a user, retrieving from a database a list of responses comprising one or more health care providers offering one or more health care services at a provider-supplied price; filtering the list of responses based on a geographic location included in the query; providing, for display, the filtered list of responses; receiving a payment from the user for a response selected from the filtered list of responses; automatically sending a notification of the payment to a provider associated with the selected response; and responsive to receiving an order fulfillment notification from the provider, automatically providing the payment to the provider. In this way, health care consumers may make informed purchasing decisions when shopping for health care services and health care providers may receive prompt payment for services delivered.

Abstract: A touch sensor having a visible area and a peripheral area includes a substrate, a metal nanowire layer, a transitional insulating portion, and a silver layer. The metal nanowire layer is disposed on the substrate and defines a plurality of electrode portions corresponding to the visible area and a plurality of wiring portions corresponding to the peripheral area, in which the adjacent wiring portions are spaced apart by a spaced region. The transitional insulating portion is disposed in the spaced region and adjacent and connected to a sidewall of each of the wiring portions, and a gap is between two of the transitional insulating portions that are respectively connected to the adjacent wiring portions. The silver layer is disposed on an upper surface of the wiring portions, and the silver layer and the wiring portions together constitute a plurality of peripheral traces of the touch sensor.

Abstract: An apparatus enables concurrent restoration of a gastroesophageal valve and tightening of the lower esophageal sphincter. The apparatus comprises a longitudinal member having a distal end arranged to be received within a stomach, a tissue shaper at the distal end of the longitudinal member that forms a gastroesophageal valve from stomach tissue, and a tissue gatherer that gathers fundus tissue at or aboral to the gastroesophageal junction to reduce an esophageal opening into the stomach and tighten the lower esophageal sphincter. A fastener deployer then deploys at least one fastener pair to maintain both the restored gastroesophageal valve and the tightened lower esophageal sphincter.

Abstract: A gas circuit breaker includes a first arc contactor electrically connected to a first lead-out conductor, a cylindrical guide portion provided on a second lead-out conductor side, a trigger electrode arranged to be movable between the first arc contactor and the guide portion, and igniting an arc along with a movement in a first half of a current breaking action, a compression chamber being formed by a cylinder having an outer wall and an inner wall both formed in a cylindrical shape, and a piston sliding between the outer wall and the inner wall, and an insulation nozzle guiding the arc-extinguishing gas to an arc ignited at the first arc contactor. The insulation nozzle is formed integrally with the inner wall of the cylinder.

Abstract: The subject invention provides topical therapeutic compositions and methods of their use for enhanced healing of wounds, including burns, and scars of the skin. Specifically, in one embodiment, the subject invention provides materials and methods for reducing the healing time of skin wounds and for reducing the appearance of scars. The subject invention utilizes topical compositions comprising microbial growth by-products and, optionally, a topically-acceptable carrier. In specific embodiments, the microbial growth by-products are biosurfactants.