Abstract: A segmentation model learning method according to an embodiment includes learning that, based on a loss function value, includes performing supervised learning of the voxels in medical image data according to the region to which the voxels belong.

Abstract: A vehicle control method and a vehicle. The method includes: obtaining running states of a plurality of control chips; when the running state of a first control chip in the plurality of control chips indicates that any of set events occurs in the first control chip, sending, to a second control chip among the plurality of control chips, a configuration instruction of running first application software, wherein the first application software is an application module currently run by the first control chip.

Abstract: Systems and techniques are described herein for modifying a map. For instance, a method for modifying a map is provided. The method may include processing a first data map and a reference image to generate first features, the first data map including a first number of data values; processing a guide image to generate second features; modifying the first features based on the second features to generate modified features; modifying the first data map based on the modified features to generate a modified first data map; and generating a second data map based on the modified first data map, the second data map including a second number of data values that is greater than the first number of data values.

Abstract: A display panel and a display device are provided. The display panel includes first color sub-pixels, second color sub-pixels, and third color sub-pixels. The first color sub-pixel is surrounded by a first safe region, the second color sub-pixel is surrounded by a second safe region, and the third color sub-pixel is surrounded by a third safe region. None of the first color sub-pixels, the second color sub-pixels, and the third color sub-pixels is provided in each of the first safe regions, the second safe regions and the third safe regions. The first safe region, the second safe region, and the third safe region have three different areas, respectively.

Abstract: A display panel includes a pixel definition layer including pixel openings. First column of pixel openings and second column of pixel openings are arranged along a first direction. The first column of pixel openings includes a first pixel opening and a second pixel opening periodically arranged along a second direction. In the second direction and in the second column of pixel openings, a spacing between an i-th third pixel opening and an (i+1)-th third pixel opening is d1, a spacing between the (i+1)-th third pixel opening and an (i+2)-th third pixel opening is d2, d1?d2, i is a positive integer not greater than N-2, and N is an integer greater than 4. In the second direction, a spacing between adjacent first and second pixel openings is d3. The first, second, and third pixel openings are provided with first, second, and third light-emitting functional layers, respectively, d1?d3, and d2?d3.

Abstract: The present disclosure discloses a texturing additive for improving efficiency of a solar cell, and a preparation method and a use thereof. The texturing additive includes the following components in percentages by mass: 0.01% to 0.1% of a primary nucleating agent, 0.05% to 0.2% of a secondary nucleating agent, 0.05% to 0.5% of a dispersant, 0.5% to 1% of an etching inhibitor, and a balance of water. The additive of the present disclosure can effectively regulate a rate of a reaction between an alkaline solution and a silicon wafer, reduce the surface tension of the texturing etching solution, and facilitate rapid detachment of hydrogen bubbles generated during the texturing reaction from the silicon wafer surface, thereby inducing the formation of a more uniform, regular, and denser pyramid structure on the silicon wafer surface.

Abstract: An ultrasound diagnostic apparatus according to an embodiment includes an ultrasound probe capable of imaging a subject; and processing circuitry. The processing circuitry is configured to acquire a plurality of ultrasound medical images in a time series sequentially imaged by the ultrasound probe; acquire three-dimensional spatial information corresponding to the ultrasound medical images and representing three-dimensional spatial characteristics; generate a feature map based on the ultrasound medical images and the three-dimensional spatial information; and execute processing on a target ultrasound medical image based on the feature map.

Abstract: This application provides a pixel circuit, an electronic device, and an image obtaining method. The pixel circuit includes a photosensitive diode array and at least one voltage detection circuit, where m photosensitive diodes in the photosensitive diode array are electrically connected to one voltage detection circuit, the voltage detection circuit is configured to: detect a digital voltage value corresponding to an analog voltage outputted by a first photosensitive diode in the m photosensitive diodes and a ratio of an analog voltage outputted by m–1 second photosensitive diodes in the m photosensitive diodes to the analog voltage outputted by the first photosensitive diode, and determine a digital voltage value of the m–1 second photosensitive diodes based on the digital voltage value of the first photosensitive diode and the ratio.

Abstract: The present disclosure provides a display panel and a display device. The display panel includes a base plate, and an isolation structure provided with a plurality of isolation openings, a pixel-defining layer provided with a plurality of pixel openings and a plurality of light-emitting units disposed on the base plate. The plurality of light-emitting units include a first-type light-emitting unit and a second-type light-emitting unit. A ratio of an area of an orthographic projection of the pixel opening corresponding to the light-emitting unit on the base plate to an area of an orthographic projection of the isolation opening corresponding to the light-emitting unit on the base plate is referred to as a first ratio. The first ratio corresponding to the first-type light-emitting units is less than the first ratio corresponding to the second-type light-emitting units to adjust an aperture ratio of the display panel.

Abstract: The present disclosure discloses a backside polishing additive for reducing alkali consumption, and a preparation method and a use thereof. The backside polishing additive includes components in percentages by mass as follows: 0.01% to 0.5% of a catalyst containing a nitrobenzene structure, 0.1% to 1% of a defoaming agent, 0.5% to 1.5% of a preservative, and the balance of water. The additive of the present disclosure enables a polishing reaction at a required alkali concentration or consumption lower than the conventional additive. Therefore, the present additive has more significant alkali-reducing capability than the conventional additive. Additionally, the silicon wafer obtained through the use of the additive of the present disclosure to conduct the alkali polishing reaction has a surface with a good flatness of the tower base and a high reflectivity, indicating a superior polishing effect, and resulting in a significant enhancement of the cell efficiency.

Abstract: A power supply includes: a housing; a first bridge arm assembly and a second bridge arm assembly disposed in the housing; and an insulating member disposed between the first bridge arm assembly and the second bridge arm assembly. The first bridge arm assembly has an alternating current terminal, and the second bridge arm assembly has a direct current terminal. A projection of the alternating current terminal on a plane on which the direct current terminal is located at least partially overlaps the direct current terminal. At least a part of the insulating member is disposed between the alternating current terminal and the direct current terminal.

Abstract: A bus capacitor includes: multiple capacitor layers stacked along a thickness direction of the bus capacitor, a dielectric being filled between two adjacent capacitor layers; the multiple capacitor layers including multiple positive capacitor layers and multiple negative capacitor layers; a first hole extending along the thickness direction, the first hole running through the multiple positive capacitor layers, a first conductive member disposed in the first hole, and the first conductive member being in contact with the multiple positive capacitor layers to electrically connect the multiple positive capacitor layers with each other; a second hole extending along the thickness direction, the second hole running through the multiple negative capacitor layers, a second conductive member disposed in the second hole, and the second conductive member being in contact with the multiple negative capacitor layers to electrically connect the multiple negative capacitor layers with each other.

Abstract: The application relates to an efficient particle filter node positioning method for ocean sensor networks, including the following steps: 1) obtaining a first state vector of mean value of posterior probability at k?1 moment; 2) establishing the state model of the nonlinear system; 3) obtaining the observation model of the nonlinear system; 4) propagating particles, and calculating the state vector ?+k at the next moment according to the particle vector at k?1 moment; 5) obtaining the observed value and calculating the weight; 6) judging whether it is degraded, if not, the weight is used to calculate the position expectation, otherwise, 7) is executed; 7) modifying small-weight particles; 8) resampling the improved residual and normalizing the weights; and 9) using the weight of 8) to calculate the position expectation and realize node positioning.

Abstract: Display panel and display device are provided. The display panel includes a plurality of pixel units disposed along a first direction and a second direction. A pixel unit of the plurality of pixel units includes at least three subpixels with different colors. In a same pixel unit, at least two of the subpixels are disposed along a first direction. Along a second direction, at least one of the subpixels is on a side of the two subpixels disposed along the first direction. The first direction intersects the second direction. In two pixel units that are at least partially adjacent, a subpixel in one of the two pixel units is adjacent to a subpixel in the other one of the two pixel units. Colors of the two adjacent subpixels are same.

Abstract: An image processing method according to the present embodiment is a method for performing an inference task on image data using a trained deep learning model in which a plurality of patch parameters are first set corresponding to the inference task. Next, a plurality of patches are generated for each of the patch parameters, an inference result based on the generated patches is acquired, and an optimized patch parameter and patches corresponding to the optimized patch parameter are determined from among the patch parameters based on the inference result. Next, the inference task is performed by using the deep learning model to acquire an inference result based on the patches corresponding to the determined optimized patch parameter.

Abstract: An ultrasound diagnosis apparatus and a lesion detection apparatus according to the embodiment include processing circuitry. The processing circuitry detects a lesion based on a detection threshold for detecting a lesion corresponding to a lesion type in each of a plurality of imaged frames, acquires detection results of the lesion in the plurality of frames, and determines a lesion type based on at least one of continuity and appearance frequency of the lesion type in the detection results of the plurality of frames, and updates the detection threshold according to the determined lesion type. The processing circuitry detects the lesion based on the updated detection threshold.

Abstract: A 2K SNP liquid chip of Avena sativa and applications thereof are provided, and relates to the technical field of molecular biology. High throughput 2K SNP liquid chip for Avena sativa genotyping is developed based on the targeted capture sequencing technology, and the liquid chip is determined by multi-point and multi-sample experiments for many years.

Abstract: A pixel arrangement structure, including a plurality of pixel units arranged in an array. Each pixel unit includes a first pixel group and a second pixel group arranged adjacently along a first direction. Each of the first pixel group and the second pixel group includes three sub-pixels of different colors, and a first virtual triangle is formed by three straight lines connecting three centers of the three sub-pixels. An arranging manner of the sub-pixels in the second pixel group is the same as an arranging manner of the sub-pixels in the first pixel group, when the first pixel group is inverted by 180 degrees along a second direction, with respect to the second pixel group. Two lateral sides of the first virtual triangle form a first angle ? and a second angle ? with respect to the first direction respectively, 30°???60°, 30°???60°. The second direction is perpendicular to the first direction.

Abstract: The present application relates to an array substrate (1) and a liquid crystal display panel.

Abstract: Systems and techniques are provided for generating disparity information from two or more images. For example, a process can include obtaining first disparity information corresponding to a pair of images, the pair of images including a first image of a scene and a second image of the scene. The process can include obtaining confidence information associated with the first disparity information. The process can include processing, using a machine learning network, the first disparity information and the confidence information to generate second disparity information corresponding to the pair of images. The process can include combining, based on the confidence information, the first disparity information with the second disparity information to generate a refined disparity map corresponding to the pair of images.