Abstract: In some embodiments, a method receives an image to analyze for artifacts. Texture information that characterizes texture in the image is determined. The method merges the texture information with the image. The texture information is used to focus an analysis of artifacts more in a first region of the image and focus less in a second region of the image. The method outputs a score based on the processing of the image that assesses the artifacts in the image.

Abstract: An anti-Her2/CD3 bispecific antibody is specifically activated in a tumor microenvironment. The bispecific antibody can be chemically conjugated to a substrate that is highly expressed in a tumor environment and can be recognized and cut, as well as a masking moiety, in a chemical coupling manner. The antibody activity of the bispecific antibody in normal tissues is suppressed, but is activated in a tumor environment. In addition, the bispecific antibody also has a significantly reduced toxicity.

Abstract: An energy storage apparatus and a container therefor. The container comprises a box body and battery cells. The battery cells are accommodated in the box body. The dimension of the container in the length direction and the dimension thereof in the width direction are respectively consistent with the dimensions of a standard container, and the dimension h of the container in the height direction is smaller than the dimension H of one standard container in the height direction of the container.

Abstract: An energy storage apparatus comprises containers. There are m containers, where m?2, and the m containers are arranged in the direction of height of the containers. The size of each container in the direction of length thereof is consistent with the size of a standard container in the direction of length thereof, the size of each container in the direction of width thereof is consistent with the size of a standard container in the direction of width thereof, the size of each container in the direction of height thereof is smaller than the size of a standard container in the direction of height thereof, and the sum of the sizes of ml adjacent containers among the m containers in the direction of height thereof is equal to the sum of the sizes of n standard containers in the direction of height thereof.

Abstract: A container, an energy storage apparatus, an energy storage device, an energy storage system, and a charging network. The energy storage apparatus includes containers; and m containers are provided, where m?2, the m containers are arranged in a height direction of the container, a size of the container in a length direction thereof is consistent with a size of a standard container in the length direction, a size of the container in a width direction thereof is consistent with a size of the standard container in the width direction, a size of one container in the height direction is less than a size of the standard container in the height direction, and a sum of sizes of m1 adjacent containers in the m containers in the height direction is equal to a sum of sizes of n standard containers in the height direction. .

Abstract: The present disclosure describes a service optical signal transmission method, a network device, and an optical network. A network device includes a light source module. The light source module is connected to a plurality of wavelength selection modules. Each of the plurality of wavelength selection modules is connected to a respective first optical transceiver, and different wavelength selection modules are connected to different first optical transceivers. The light source module transmits M first optical signals to each of the plurality of wavelength selection modules, where M is a positive integer greater than 1. Each of the plurality of wavelength selection modules transmits K second optical signals to the respective first optical transceiver, where K is a positive integer less than or equal to M. The respective first optical transceiver modulates a service electrical signal on each of the K second optical signals to output K service optical signals.

Abstract: A method comprises a compiler analyzing a graph to determine a pipeline of operators based on a shared dimension of input and output tensors among the operators. The operators are included in the graph and the graph corresponds to a dataflow application. The compiler determines a tiling decision associated with the pipeline and a tiling cost associated with the tiling decision. The tiling decision can comprise a tile shape to slice tensors of operators of the pipeline. Based on the tiling cost, the compiler determines that the tiling decision improves an optimization objective and includes the pipeline and tiling decision in mapping decisions associated with executing the application on a computing system. The compiler can apply a tiling cost model to determine the tiling costs. A computer program product and a computing system can implement the method.

Abstract: This invention relates to an aqueous composition comprising, (a) an ion-exchange resin (IXR) comprising microporous beads having a particle size ranging from about 200 um to about 1000 um; (b) a water soluble surfactant having a molecular weight ranging from about 7,500 to about 15,000 Da; and (c) a buffer component; wherein the pH of the aqueous composition ranges from about 5 to about 8, and a process for isolating chemical contaminants using the aqueous composition.

Abstract: A multimodal emotion recognition instrument includes an electroencephalogram (EEG) data collection apparatus configured to collect EEG data, an eye movement data collection apparatus configured to collect eye movement data, and a multimodal data processing apparatus. Firstly, a hardware collection apparatus is designed through EEG and eye signals, so as to ensure efficient and accurate acquisition of data; and secondly, a multimodal contrastive learning gated network is designed to improve the accuracy of emotion recognition.

Abstract: The present disclosure relates generally to lipids, lipid nanoparticle formulations, and methods of using the same for delivering nucleic acids, such as mRNA.

Abstract: A method for automatically classifying clinical descriptions of patients by a computer processor using natural language processing is provided. The clinical descriptions relate to the use of a ventricular assist device to treat the patient. The method comprises receiving at least one clinical description comprising text. The method also then comprises determining the position of a target word within the text. Further the method comprises determining the existence of at least one negation word within an active region, the active region comprising a predetermined number of words within the text occurring immediately before and immediately after the target word, including the target word. The method then comprises determining the existence of at least one body-part word within the active region. Lastly, the method comprises determining that the clinical description is to be disregarded if the active region contains either a negation word or a body-part word.

Abstract: A small molecular compound has a substituted phenylspiro[indoline-3,3?-pyrrolidine]structure. The compound is of formula I. The compound can inhibit the protein-protein interaction between MDM2-p53 and MDMX-p53, is used as a small molecular inhibitor for the protein-protein interaction between MDM2-p53 and MDMX-p53, and is used in the preparation of a drug for preventing and/or treating diseases related to MDM2 and MDMX, especially tumors.

Abstract: A method for providing a treatment recommendation to a physician for treating a patient is disclosed. The method comprises determining, from a processor in communication with a patient data repository, a first treatment recommendation based on a combination of selected patient demographics from the patient data repository applicable to the patient, and operational parameters of a plurality of ventricular assist devices (VADs) suitable for treating the patient, the first treatment recommendation having a first survival rate and comprising the use of a first VAD. The method then obtains a first signal from using the first VAD on the patient. The method then determines a second treatment recommendation based on the first signal and the first treatment recommendation, the second treatment recommendation having a second survival rate. The method then provides the second treatment recommendation to the physician if the second survival rate is higher than the first survival rate.

Abstract: In some embodiments, a method generates a first pattern and corresponding first bit string for a first location and searches storage for patterns that were previously determined from transcoding locations and can be reused for the first location. A second pattern and corresponding second bit string for a second location is selected from storage. The second pattern is different from the first pattern. The method determines information for an alteration of the second pattern to the first pattern. Then, the method includes the information for the alteration in an encoded bitstream for use in decoding the first location.

Abstract: Embodiments of this specification disclose a method and apparatus for detecting intrusion, a storage medium and a device. In this method, a pointcut is set in a dynamic link library of a JVM, a corresponding aspect is initiated at an operating system kernel layer. When the aspect is triggered, the operating system kernel queries, by stack information, a method that is invoked in the dynamic link library by a target event triggering the aspect, and accordingly detects whether the target event is an intrusion event. Since in this method, an intrusion event is detected by a system layer, a system invocation generated by the intrusion can be sensed, even if an intruder directly intruded from a JDWP protocol layer, thereby effectively defending against the event.

Abstract: A real-time vector analysis method for detecting an optical signal with a bandwidth greater than 1 THz includes: mapping, by a time-lens focusing system, a spectrum of a signal under test to different temporal location information; obtaining, by fully broadening an ultrashort pulse by a dispersion, a time domain spectrum of the ultrashort pulse to form a chirped swept frequency source; inputting an out of the signal under test after passing through the time-lens and the chirped swept frequency source to a coherent receiver to realize an interference process and a conversion of an optical signal to an electrical signal, and recovering an intensity information and a phase information of frequency domain of the signal under test from the electrical signal by data acquisition and processing; then recovering a full-field information of time domain of the signal under test by a Fourier inverse transform.

Abstract: A communication method includes: a network device receiving first information from at least one device; and determining second information based on the first information, in which the at least one device including a first device and/or a second device, the first information is data channel negotiation result information of the at least one device, and the second information is data channel indication information.

Abstract: Provided are an intelligent safety monitoring system and method. The intelligent safety monitoring system includes: a monitoring unit configured to monitor status information of a vehicle; a control unit connected to the monitoring unit and configured to determine, based on the status information of the vehicle, whether an abnormality occurs on the vehicle; a camera unit connected to the control unit and configured to obtain surrounding environment information of the vehicle based on a control instruction output by the control unit when the control unit determines that the abnormality occurs; and a mobile terminal communicatively connected to the control unit and configured to receive and output the status information of the vehicle and/or an abnormality determination result and the surrounding environment information that are sent by the control unit.

Abstract: In some embodiments, a method receives an image to analyze for artifacts. Texture information that characterizes texture in the image is determined. The method merges the texture information with the image. The texture information is used to focus an analysis of artifacts in regions of the image. The method outputs a score based on the processing of the image that assesses the artifacts in the image.