Abstract: A method for capturing and analyzing a motion of a user includes capturing a motion of a user represented by an RGB moving image and depth data, obtaining 2D skeletal data based on the RGB moving image, converting the 2D skeletal data to 3D skeletal data by mapping the 2D skeletal data with corresponding depth data, determining one or more key poses of the motion of the user based on a preset condition for each of the key poses, obtaining the one or more key poses of the motion of the user and segmenting a motion sequence by the key poses into segments, sampling each segment and aligning each segment with a corresponding segment of a set of standard key poses, and comparing trajectories obtained based on the aligned segments between the one or more key poses of the motion of the user and the set of standard key poses.

Abstract: Semiconductor assemblies including thermal management configurations for reducing heat transfer between overlapping devices and associated systems and methods are disclosed herein. A semiconductor assembly may comprise a first device and a second device with a thermal management layer disposed between the first and second devices. The thermal management layer may be configured to reduce heat transfer between the first and second devices.

Abstract: Systems and methods for data processing are described. Example embodiments include identifying chart data corresponding to a visual element of a user interface; selecting an insight type based on a chart category of the chart data; generating insight data for the insight type based on the chart data using a statistical measure corresponding to the insight type; generating an insight caption for the insight type by combining the insight data with a sentence template corresponding to the insight type; and communicating the insight caption to a user of the user interface.

Abstract: A light source module including a light guide plate and a light emitting element is provided. The light guide plate includes an upper surface concentric circle structure and a lower surface concentric circle structure opposite to the upper surface concentric circle structure. The center of the upper surface concentric circle structure corresponds to the center of the lower surface concentric circle structure. The light emitting element is disposed corresponding to the center of the upper surface concentric circle structure and the center of the lower surface concentric circle structure.

Abstract: A method for predicting cancer prognosis is disclosed, and the method comprises capturing a reference radiomics and obtaining reference pathological eigenvalues, wherein the reference pathological eigenvalues are based on pathological features of a reference patients, and the pathological features comprise genomic features, gene expression, test values or a combination of two or more thereof. Then, capturing a test radiomics and obtaining test pathological eigenvalues are performed, wherein the test pathological eigenvalues are based on pathological features of a test patients, and the pathological features comprise genomic features, gene expression, test values or a combination of two or more thereof. A mathematical formula is used to calculate a prognostic index based on the aforementioned reference radiomics, reference pathological eigenvalues, test radiomics and test pathological eigenvalues, and the prognostic change risk of the test patient is evaluated according to the prognostic index.

Abstract: A stroke sensing apparatus for a brake pedal includes a pedal rod moved by an operation of the brake pedal; a magnet part mounted on the pedal rod and moved together with the pedal rod; a sensor spaced apart from the magnet part; a printed circuit board (PCB) part on which the sensor is mounted; and a pole piece part mounted on the PCB, spaced apart from the magnet part, and transmitting a magnetic field change generated in the magnet part to the sensor.

Abstract: Provided is a method for training an attack prediction model, including obtaining an attack dataset including at least one attack datum, analyzing the attack dataset based on tactics and techniques, generating a sequence for the at least one attack datum based on the analysis, and training the attack prediction model based on the sequence, and provided is a device for training the digital attack prediction model.

Abstract: The present disclosure is based on the discovery that a clinical grade compound of Formula (I) potently blocks TGF-? activity and significantly reverse the activated phenotypes of myofibroblast in vitro. The compound of Formula (I) can be used in the treatment of fibrotic conditions in general, such as non-alcoholic steatohepatitis (NASH), cirrhosis, HBV infection, any liver disease, pulmonary fibrosis, interstitial lung disease, idiopathic pulmonary fibrosis (IPF), renal fibrosis, cardiac fibrosis, or any combination thereof.

Abstract: An artificial intelligence (AI) feedback method includes: providing input 1 and input 2, providing an initial condition for a popularity frequency value or ranking value of information related to input 2 from input 1, generating a two-dimensional (2D) information table from the initial condition, adding the popularity frequency value or ranking value to corresponding coordinates in the 2D information table and matching knowledge, generating a 2D pseudolinear transformation table from the 2D information table, performing pseudolinear transformation multiple times to form a 2D unique characteristic table and deriving information of coordinates whose characteristic vector is not changed as a deep truth value, and organizing and storing a context of knowledge formed by connecting the deep truth value by category.

Abstract: In one aspect, provided is an aqueous antiseptic composition comprising glycerin 8.5-16%by weight; caprylyl glycol 0.45-3%by weight; and a first ingredient; wherein the first ingredient is acrylates/C10-30 about 0.01-0.1%by weight or ethoxydiglycol about 1-5% by weight. The glycerin, the caprylyl glycol and the first ingredient taken together form a first component. A sum of the first component is more than 13%by weight of the antiseptic composition. Other exemplary embodiments are also described. In certain embodiments, provided is an antiseptic composition useful for making skin or hand sanitizers that has a long-lasting, great antiseptic efficacy but at the same time having skin-moisturizing, low toxicity and low skin-irritating, hypo-allergenic properties, low inflammability, and low production cost.

Abstract: Methods for forming a semiconductor structure and semiconductor structures are described. The method comprises non-selectively depositing an amorphous silicon layer on a top surface and a sidewall surface of at least one contact trench on a substrate and a crystalline silicon layer on a bottom surface of the at least one contact trench at a temperature less than or equal to 400° C., the bottom surface including a source/drain material. The amorphous silicon layer is selectively removed from the top surface and the sidewall surface at a temperature less than or equal to 400° C. The method may be performed in a processing chamber without breaking vacuum.

Abstract: Provided is a power supply including a boost circuit and an LLC converter. The LLC converter includes a first inductor, a first switch, and a second switch. The LLC converter controls the first switch and the second switch according to the zero-voltage switching rule, so as to convert a boosted power supply provided by the boost circuit to an output power. The first inductor is inductively coupled with a boost inductor of the boost circuit to obtain the first energy. In response to the first energy, a time point when a first terminal and a second terminal of the first switch have zero voltage difference is delayed, such that a turn-on time point of the second switch lags behind a turn-on time point of a power switch of the boost circuit.

Abstract: A solar cell structure (10) comprises a semiconductor material having a first doped region (12) and at least one second doped region (26) of the same polarity as that of the first region (12). The solar cell structure (10) further comprises at least one dielectric layer (20) at the surface of the first region (12), and a conductive portion (18) located over the at least one second region (26) to form an electrical contact with the at least one second region (26). The at least one second region (26) traverses the conductive portion (18) at least three times such that at least three electrical contacts (32) are formed between the at least one second region (26) and the conductive portion (18).

Abstract: An ultrasound image recognition system and a data output module are provided. The ultrasound image recognition system includes an image analyzing device, a data processing device, and a data output module. The image analyzing device is configured to receive an image having a predetermined format. The image analyzing device generates a plurality of physiological image parameters. The data processing device is connected to the data processing device. The image analyzing device provides the plurality of physiological image parameters and the image having a predetermined format to the data processing device. The data processing device provides a comparison result of physiological parameter based on the plurality of physiological image parameters and a plurality of predetermined physiological image parameters. The data processing device converts the image having a predetermined format into an image having a first format.

Abstract: A refuse vehicle includes a chassis, a first energy storage device, a body, an electric power take-off system, and a subsystem coupled to the body and moveable using hydraulic power from the electric power take-off system. The first energy storage device (e.g., a battery) is supported by the chassis and is configured to provide electrical power to a prime mover. Activation of the prime mover selectively drives the refuse vehicle. The body is configured for storing refuse, and is supported by the chassis. The electric power take-off system is positioned on the body and includes an electric motor, a second energy storage device configured to provide electric power to the electric motor, and a hydraulic pump that is drive by the electric motor. The electric motor drives the hydraulic pump to convert the electrical power into hydraulic power.

Abstract: A method for manufacturing a plant fermented product using a plant fermented broth, includes: mixing 5 to 30 parts by weight of a first plant material, 100 parts by weight of water, 1 to 10 parts by weight of sugar, and 0.05 to 1 part by weight of lactic acid bacteria, and fermenting the resulting mixture at room temperature in a range of 5 to 25° C. for 30 days to 6 months so that the material becomes acidic at pH 4 or less to obtain a first fermented broth; mixing 5 to 30 parts by weight of a second plant material, which is the same as or different from the first plant material, 100 parts by weight of water, 1 to 10 parts by weight of sugar, and 1 to 10 parts by weight of the first fermented broth, and fermenting the resulting mixture d product.

Abstract: A display device is provided and includes a display panel, a light source, a light source controller, and a timing controller. The light source is adjacent to the display panel. The light source controller is electrically connected to the light source. The timing controller is electrically connected to the light source controller and the display panel. The timing controller includes a decoding unit and first and second processing units. The first processing unit is electrically connected to the decoding unit and the display panel. The second processing unit is electrically connected to the decoding unit and the light source controller. The decoding unit provides a refresh signal to the first and second processing units so that the display panel refreshes displayed content in a first refresh sequence according to first refresh rates, and the light source refreshes brightness in a second refresh sequence according to second refresh rates.

Abstract: A user feedback system for a user of a delivery device within a delivery ecosystem includes an estimation processor adapted to identify at least a first feedback action based upon one or more user factors, the at least first feedback action including a behavioral feedback action for affecting at least a first behavior of the user, the feedback action being expected to alter a state of the user as indicated at least in part by the one or more user factors; and a feedback processor adapted to select at least a first identified feedback action, and to cause a modification of one or more operations of at least a first device within the delivery ecosystem, according to the selected at least first feedback action.

Abstract: Aspects of the present disclosure relate generally to application ecosystems and, more particularly, to navigational and executional operations in an application ecosystem. In embodiments, a method includes: receiving, by a computing device, a natural language request input by a user to perform a task in an application ecosystem of a plurality of applications; determining, by the computing device, an actionable task from the natural language request to perform in the application ecosystem; generating, by the computing device, a user interface screen to perform the task with input parameters required to perform the task populated in elements of the user interface screen derived from the natural language request; and performing the task with the input parameters required in the application ecosystem of the plurality of applications.

Abstract: Systems and methods employ a blockchain for managing component state data for each component of a resource, where the resource has a plurality of different components. In accordance with some aspects, a resource data block is generated for a resource that has a plurality of components. The resource data block includes a first link to a first component data block that corresponds to a first component of the plurality of components for the resource. The resource data block is committed to a blockchain.