Abstract: The present disclosure relates to new surgical phase recognition methods named LoViT and SKIT. LoViT adopts video-clip level supervision to train a rich spatial feature extractor and then uses the Multi-scale temporal feature aggregator to combine local fine-grained and global macroscopic information to recognise surgical phases. Specifically, the Transformer-based LoViT allows detection and labelling of surgical phases in long video feeds with less loss of information than other existing methods. SKiT adopts video-clip level supervision to train a rich spatial feature extractor and then uses a Key-recorder to extract global macroscopic information indicative to key frames of surgical phase transition. Local fine-grained information and global macroscopic key features are fused using a fusion head. Moreover, our LoViT and SKiT systems utilise a Gaussian Kemal heatmap to learn phase transitions, which is significant to predict and grab the relationship between phases.

Abstract: The present invention relates to novel RNA-binding azetidine compounds of general formula (I) and stereoisomeric forms, hydrates, solvates and pharmaceutically acceptable salts thereof, as well as pharmaceutical compositions containing said azetidine compound together with at least one pharmaceutically acceptable carrier, excipient and/or diluent. Said azetidine compounds are particularly useful for the treatment and/or prophylaxis of diseases caused by and/or associated with microRNA expression or microRNA misexpression, particularly cancer, tumor, virus infections, immune-related diseases, inflammatory diseases, diabetes, cardiovascular diseases, metabolic diseases, and neurodegenerative diseases.

Abstract: System, method and media for processing a first light data structure that specifies, for each of plurality of directions for each of a plurality surface regions corresponding to a scene, respective light measurements, including: applying a trained artificial intelligence (AI) model to the first light texture data structure to generate an enhanced light data structure that specifies, for each of the plurality of directions for each of the plurality surface regions corresponding to the scene, respective enhanced light measurements; and storing an enhanced scene model that includes the enhanced light data structure together with geometric data that maps the enhanced light measurements.

Abstract: A carrier switching method, includes: determining a candidate secondary carrier based on a selection strategy; and in response to an available resource existing on the candidate secondary carrier, determining the candidate secondary carrier as a target secondary carrier, wherein the target secondary carrier is a switched secondary carrier in a carrier switching scenario of a physical channel.

Abstract: Graphics rendering systems and methods for rendering a 3D scene on a screen of a user device. 3D scene data representing a 3D scene is received by a CPU and processed through a graphics rendering pipeline in which graphics rendering instructions are executed by the CPU in a Single Instruction, Multiple Data (SIMD) approach, wherein multiple data elements of the SIMD approach are stored in and retrieved from an SVE register of the CPU. Pixel data resulting from the graphics rendering pipeline is stored in the frame buffer for output to the screen via a renderer.

Abstract: A surgical stapler is provided. The surgical stapler includes: an intermediate connecting member, an end effector assembly, a first bending tension member and a second bending tension member; the first bending tension member is configured to pass through the first channel to connect to the end effector assembly; the second bending tension member is configured to pass through the second channel to connect to the end effector assembly; a first protruding structure is provided on a side of the first channel close to the second channel; when the second bending tension member is forced to pull the end effector assembly to bend along a second direction, the first bending tension member passively contacts the first protruding structure, generating additional tension force. The present disclosure prevents the first bending tension member from loosening during the surgical procedure, thereby reducing traction or abrasion to the patient's tissue.

Abstract: A total internal reflection fluorescence microscopy system includes a light source, a light movement apparatus, such as a vibration motor or a 2D scanning device, coupled to an output of the light source, such as an RGB laser, for receiving a first light signal generated by the light source, the light movement apparatus being structured and configured to generate a second light signal from the first light signal, the second light signal being a light signal that moves in at least 2 dimensions, a prism structured to receive the second light signal and direct the second light signal to a sample, a lens assembly structured to receive an emission light signal emitted from the sample in response to the second light signal, and one or more light detectors, such as one or more industry grade cameras, coupled the lens assembly for receiving the emission light signal.

Abstract: An example memory sub-system includes a memory device and a processing device, operatively coupled to the memory device. The processing device is configured to initiate a scan operation on a plurality of block families of the memory device. Each of the plurality of block families is assigned to a voltage offset bin of a plurality of voltage offset bins. The processing device further determines that a number of scan operations to be performed in one scan interval is greater than a maximum number of scan operations to be performed in a scan interval. The processing device further determines based on the voltage offset bins of the plurality of block families and a time elapsed since execution of a previous scan operation of the plurality of block families, a scan priority of each of the plurality of block families, and schedules, based on the scan priority, a scan operation of one or more block families of the plurality of block families during one or more subsequent scan intervals.

Abstract: A boxing device, a detection mechanism, a battery production line, and a boxing method are provided. A boxing device is configured to box a battery module. The boxing device includes a first conveying apparatus, a boxing channel, and a detection mechanism. The first conveying apparatus is configured to convey a battery module to move along a first direction. The boxing channel is arranged on a side of the first conveying apparatus. The battery module on the first conveying apparatus is movable to the boxing channel for boxing. The detection mechanism is configured to detect the battery module located in the boxing channel, to match the battery module with a box of a battery.

Abstract: Provided herein are methods and systems for analysing a sample of a subject by using a trained algorithm to classify the samples as invasive, non-invasive, metastatic, non-metastatic or combinations thereof. The methods may comprise using gene signatures as features of a model. The method may comprise using one or more gene aberrations as features of a model.

Abstract: A method for signal transmission, a communication device, and a storage medium are provided. The method is performed by a first user equipment (UE). The method includes the following. Skip sending a first signal, or the first signal is sent on a second shared frequency domain resource, in response to a listen-before-talk (LBT) failure in a first shared frequency domain resource. The first shared frequency domain resource includes a shared frequency domain resource to-be-occupied by the first signal. The second shared frequency domain resource is a shared frequency domain resource on which LBT succeeds in the first shared frequency domain resource.

Abstract: A method for location acquisition is provided. The method comprises: a first terminal receives a sidelink signal configuration of a second terminal; the first terminal measures a sidelink signal of the second terminal on the basis of the sidelink signal configuration of the second terminal so as to acquire a first measurement result; and the first terminal acquires first relative location information of the first terminal and second terminal corresponding to the first measurement result.

Abstract: The embodiment of the present application provides a locking device and a fixing device, including a hook assembly and a trigger assembly. The hook assembly includes a sliding member, a first hook and a second hook. The first hook and the second hook are arranged on the sliding member at intervals. The sliding member is slidably connected to the base, and an adjustment assembly is arranged between the sliding member and the base. The trigger assembly includes a trigger assembly body and a mounting member. The trigger assembly body is arranged on the mounting member. The trigger assembly body is arranged above the first hook, and the device to be fixed drives the trigger assembly body to move and then drives the sliding member to move.

Abstract: A method for processing data in a multi-mode single-engine system, an apparatus, and a non-transitory computer-readable storage medium are provided. In the method, a graphic processing engine receives a first input query. Further, the graphic processing engine obtains a first set of model parameters by switching between multiple sets of model parameters based on the first input query. Moreover, the graphic processing engine infers a first output for the first input query based on the first set of parameters.

Abstract: Provided herein are methods and compositions for the prevention and treatment of nonalcoholic steatohepatitis (NASH) by targeting the CD24-Siglec axis.

Abstract: A flash-filtration apparatus and an experimental platform are provided. The flash-filtration apparatus includes a support assembly, a filtration-press assembly, and a first clamping assembly. The filtration-press assembly includes a filtration-press plate. The filtration-press plate is slidably connected to the support assembly and movable in a first direction. The first clamping assembly includes a first tube-clamping mechanism. The first tube-clamping mechanism is slidably connected to the support assembly and movable in a second direction. The second direction intersects the first direction. The first tube-clamping mechanism is configured to clamp and move a flash-filtration-bottle inner tube, and place part of the flash-filtration-bottle inner tube into a flash-filtration-bottle outer tube. The filtration-press plate is configured to press the flash-filtration-bottle inner tube into the flash-filtration-bottle outer tube.

Abstract: According to embodiments of the disclosure, methods apparatuses, devices, and storage media for information processing are provided. In a method, first information input by a target object for a first processing entity is obtained, the first processing entity uniquely corresponds to the target object, based on the first information and historical interaction information between the target object and the first processing entity, and second information is generated as a reply of the first processing entity to the first information. In this way, by providing a unique corresponding processing entity for the target object (for example, a user or an organization), embodiments of the present disclosure may improve the quality of the reply generated by the processing entity.

Abstract: The methods, devices, and systems to support adaptive progressive compilation of the shader source code in rendering applications by balancing the CPU compilation and optimization of the code with the GPU execution of the workloads. The frame to frame time delay is mitigated by firstly compiling the provided shader source code and skipping, at least in part, the required optimizations of the compiled shader code to generate the partially optimized compiled shader code in the main thread. The partially optimized compiled shader code is used for rendering the workloads until the optimized compiled shader code becomes available. The optimized compiled shader code is generated in the additional parallel thread.

Abstract: A washing control method of a cleaning base station includes: when the cleaning base station cleans the cleaning device, controlling at least one of a rotational speed of the rolling brush or a water flow rate of the water supply mechanism based on a movement direction and a movement position in the rolling groove of the rolling brush in the rolling brush cleaning mechanism.