Abstract: A method for identifying diseases in real time includes training an ensemble model to classify disease based on a plurality of lightweight models, wherein each lightweight model is trained to classify an individual disease based on chest x-ray (CXR) imaging, collecting and anonymizing one or more CXR images of a subject, labelling the one or more CXR images with one or more expert annotations, processing the one or more labelled CXR images with an image processing algorithm, classifying from the processed and labeled CXR images one or more diseases in the subject using the ensemble model, training an additional lightweight model if an unknown disease is classified, updating the ensemble model based on the additional lightweight model in real time, and identifying the unknown disease based on the updated ensemble model. A system for identifying diseases in real time is also described.

Abstract: Methods, architectures, apparatuses, and systems directed to multi-access point (MAP) coordinated setup are described herein. In an embodiment, an access point (AP) may be configured to receive a first frame from at least one neighboring AP, the first frame comprising (i) MAP coordination (MAPC) capability information associated with the at least one neighboring AP and (ii) first information indicating a plurality of AP identifiers associated with availability information. The AP may be configured to transmit a second frame to the at least one neighboring AP, the second frame comprising second information indicating (i) a first AP identifier of the plurality of AP identifiers and (ii) one or more MAPC operation parameters for MAP transmission associated with the AP. The AP may be configured to receive at least one third frame from the at least one neighboring AP.

Abstract: A compound of formula I, or a stereoisomer, a tautomer, a solvate, a hydrate, a prodrug, a stable isotope derivative, and a pharmaceutically acceptable salt thereof is provided: The compound has activity in preventing and/or treating a skin-related disease.

Abstract: Embodiments of the present disclosure generally relate to methods of detecting errors during a substrate processing operation, and related apparatuses and components. In one or more embodiments, a non-transitory computer readable medium stores instructions that when executed by one or more processors of a system, cause the system to determine a presence of one or more errors of one or more components disposed within an internal volume of a processing chamber based on a video signal. The one or more errors include a displaced substrate, a dripping nozzle mechanism, a fluid present on a rotor cover, or a fluid present on a substrate.

Abstract: Embodiments of the disclosure provided herein include systems and methods for cleaning semiconductor substrates The method includes rotating a substrate disposed on a substrate support, spraying a front side of the substrate using a cleaning agent including one or more chelating agents through a front side nozzle assembly disposed above the substrate support, and spraying a back side of the substrate using the cleaning agent through a back side dispenser assembly disposed below the substrate support.

Abstract: The present disclosure relates to a method for efficiently producing lactic acid by fermenting brewers' spent grains. The method specifically includes the following steps: (1) adding water to brewers' spent grains after alkali pretreatment so as to adjust a solid content of a fermentation production system to 10%-15%, adding cellulase to the brewers' spent grains according to an addition amount of 5 FPU/g-10 FPU/g, carrying out hydrolysis at 50° C.-60° C. and pH of 4.5-5.2 for 20 hours-48 hours, and obtaining a prehydrolyzed substrate; and (2) inoculating hydrolysate prepared in step (1) with a lactic acid bacteria seed solution with a viable count of 1×108 CFU/mL-1×1010 CFU/mL according to an inoculation amount of 10%-15% (v/v), conducting fermentation at 40° C.-55° C. and pH of 6.0-7.2 for 72 hours-96 hours, and obtaining a fermentation broth.

Abstract: A method produces tantalum powder. The method includes: (1) uniformly mixing a tantalum powder raw material, metal magnesium and at least one alkali metal and/or alkaline earth metal halide, loading the mixture into a container, and putting the container in a furnace; (2) raising the temperature of the furnace to 600-1200° C. in the presence of inert gas, and soaking; (3) at the end of soaking, lowering the temperature of the furnace to 600-800° C., vacuumizing the interior of the furnace to 10 Pa or less, soaking under the negative pressure so that the excessive metal is separated; (4) thereafter, raising the temperature of the furnace to 750-1200° C. in the presence of inert gas, and soaking so that the tantalum powder is sintered in the molten salt after oxygen reduction; (5) then cooling to room temperature and passivating to obtain a mixed material containing halide and tantalum powder; and (6) separating the tantalum powder from the resulting mixture.

Abstract: An intraocular lens (IOL) suspension structure includes a first fixing plate and a second fixing plate, fixedly interconnected by guide columns. A first moving plate and a second moving plate, slidably matched with the guide columns, are arranged between the two fixing plates. Curved needles are arranged on a left end face of the first moving plate through clamping mechanisms, and the clamping mechanisms are arranged on a right end face of the second moving plate. Auxiliary holders are arranged between the first fixing plate and the second fixing plate. The IOL suspension structure is ingeniously designed, functionally practical, and structurally simple. It effectively solves the problem in existing devices where curved needles on a first movable stage often fail to realign with connecting tubes on a second movable stage after passing through the eyeball and an IOL, significantly compromising surgical efficiency.

Abstract: A method for formulating an electric multiple unit (EMU) circulation plan is provided, in which the state data of the EMUs is collected by an onboard sensor assembly deployed on the EMUs in real time, including actual position information, accumulated mileage data, and maintenance state data; a spatiotemporal network is established based on the state data; an original model is established based on the state data and the spatiotemporal network; an aggregative optimization model is established based on the state data and the original model; an aggregation result is obtained by the aggregative optimization model based on the state data; a disaggregation model is established based on the aggregation result; and a an EMU circulation plan is automatically generated by the disaggregation model by combining the aggregation result with the state data in real time.

Abstract: A camera module includes a substrate, a cover, and a first electronic component. A groove is defined by the substrate. The cover is arranged on the substrate and covers the groove. At least part of the first electronic component is received in the groove. An electronic device having the camera module is also provided.

Abstract: A light-adjusting glass is provided to include: a first toughened glass layer, a first adhesive layer, a first substrate, a second substrate, a second adhesive layer, a second toughened glass layer and supporting spacers between the first and second substrates, which are sequentially stacked; materials of the first and second adhesive layers are melted under the conditions that a temperature is in a range of 130° C. to 150° C. and a pressure is in a range of 12 bar to 14 bar, and are solidified after being cooled; the light-adjusting glass further includes an edge sealing structure around the first and second substrates, and the edge sealing structure, the first and second substrates are enclosed to form a gap filled with a liquid crystal; the edge sealing structure includes a liquid crystal pouring port therein; a sealing glue is at an opening of the liquid crystal pouring port and seals the opening.

Abstract: The present disclosure relates to a compound as shown in formula (I) having PARP7 inhibitory activity, a pharmaceutically acceptable salt, stereoisomer, solvate, or prodrug thereof, and its use and preparation method.

Abstract: Methods, architectures, apparatuses, and systems directed to coordinated spatial reuse are described herein. In an embodiment, a first access point (AP) may be configured to receive from a second AP an announcement transmission comprising spatial reuse information. The first AP may be configured to transmit the spatial reuse information to a first station (STA) associated with the first AP. The first AP may be configured to measure a receive power of a first transmission detected from the second AP and determine a transmit power upper bound based on the spatial reuse information and the measured receive power of the first transmission. The first AP may be configured to transmit a second transmission at a transmit power that may satisfy a power condition associated with the transmit power upper bound, using a first set of resources being used for a third transmission of a second STA associated with the second AP.

Abstract: A battery module includes a battery unit, a circuit board, and an expansion portion. The expansion portion is disposed between a first body and a second body and/or between a first tab and a second tab of the battery unit, and the expansion portion is configured to disconnect the first tab and/or the second tab from the circuit board.

Abstract: A particulate detergent composition comprising a plurality of detergent granules, wherein said composition comprises (a) from 10 wt % to 60 wt %, by weight of the composition, of a major surfactant, and (b) from 0.02 wt % to 0.45 wt %, by weight of the composition, of a co-surfactant.

Abstract: Embodiments of the present application provide a display panel, a method for manufacturing the display panel, and a display apparatus. The display panel includes a substrate and a first metal wire located on a side of the substrate, the first metal wire comprises a first layer, a second layer, and a third layer stacked together; the second layer comprises a main body and a protective portion, the protective portion comprises a metal compound and covers at least a part of sidewalls of the main body along a first direction; the first direction is parallel to a plane where the display panel is located and extends from the main body toward the protective portion. The corrosion-resistant property of the metal compound is utilized to protect the sidewalls of the main body in the present application, which is conducive to improving the structural stability and the conductivity of the first metal wire.

Abstract: Techniques are generally described for improved image editing for small masks. A first source image may be received. First mask data identifying first pixels of the first source image may be received. A ratio between a size of the first mask data and the first source image may be below a threshold. A second source image that includes the first pixels of the first source image and second pixels of the first source image that at least partially surround the first pixels may be generated. Upsampled image data may be generated by upsampling the second source image. Upsampled mask data may be generated by upsampling the first mask data. A diffusion-based inpainting model may generate a first inpainted image that includes the upsampled image data inpainted in a region corresponding to the upsampled mask data.

Abstract: An array substrate and a reflective display substrate are disclosed. The array substrate includes a base, and a plurality of data lines and a plurality of sub-pixels that are disposed on the base. The sub-pixel includes a reflective pixel electrode and a TFT. An orthographic projection of the pixel electrode in each sub-pixel on the base is overlapped with orthographic projections of a first electrode, a first data line and a second data line.