Abstract: The present invention relates to an intelligent recognition method for job contents of barbershop employees, which belongs to the technical field of machine vision, comprising the following steps: S1: setting installation locations and installation conditions for collection devices; S2: establishing a label set of barbershop employee faces and customer faces, and training a face recognition model; S3: establishing an action label set related to items, tools and people, and training a barbershop action behavior recognition model; S4: conducting action behavior recognition for a practical barbershop service scenario by using the trained face recognition model and the barbershop action behavior recognition model; and constructing behavior sequences of “action pairs” involving elements from customers, employees and actions; S5: establishing a job content recognition label; and constructing a deep neural network model for job content recognition to determine service job contents of barbershop employees for custome

Abstract: Provided in the present application are a marker used to detect invasive bladder cancer and an application thereof, the marker being imprinted gene Grb10 and/or imprinted gene Diras3. The marker of the present application can accurately detect the invasiveness of a bladder cancer, thereby providing guidance on the choice of the surgical method to be used on the bladder cancer, reducing the chance of post-operative recurrence and metastasis. The detection method of the present application is different from its immunohistochemical counterparts in that it can reduce false positives and other negative effects. Moreover, targeting drugs or methods that are found to work at the loss-of-imprinting-affected sites of bladder-cancer-invasiveness-related imprinted genes to silence, delete, or rearrange those genes can be used to guide subsequent treatment and medication.

Abstract: Disclosed are a grading model for detecting the benign and malignant degree of skin tumors and an application thereof. The model grades changes of imprinted genes in tumors by calculating the expression of the loss of imprinting of the imprinted genes, the expression of the copy number variation of the imprinted genes and the total expression of the imprinted genes. The detection model and device intuitively express the presentation of the loss of imprinting on tissue and cell samples of patients with skin tumors, detect the changes of imprinted genes by means of in-situ marking objectively, intuitively and accurately in an early phase, provide a quantitative model, and make a great contribution to the diagnosis of skin tumors.

Abstract: Systems and methods are described for a workflow communications agent. The workflow communications agent receives a message that contains task-related content and parses the message to determine whether the task-related content includes predefined segments associated with one or more predefined instruction sets. If predefined segments are identified, the WCA initiates execution of the associated predefined instruction set(s). If no predefined segments are detected, the task-related content is provided to one or more large language models (LLMs) to determine whether the content can be associated with a predefined instruction set. In certain scenarios, the WCA generates new instruction sets based on contents of the task-related content if needed, and initiates execution of the predefined or newly generated instruction sets.

Abstract: Provided are a crystal form and amorphous form of carebastine p-toluenesulfonate, and a preparation method therefor, relating to the field of medicinal chemistry, for use in solving the problems in the prior art that carebastine is unstable, not easy to scale up for synthesis, and difficult to make into a drug and the like. The crystal form and amorphous form of carebastine p-toluenesulfonate have the characteristics of high purity, high stability, high bioavailability, easy scale-up synthesis, and industrial production and the like, and have excellent hygroscopicity for easy storage.

Abstract: An article is described comprising a first film layer comprising polylactic acid polymer (semicrystalline polylactic acid polymer; amorphous polylactic acid polymer; or a mixture thereof); a second (e.g. polyvinyl acetate) polymer having a Tg of at least 25° C.; plasticizer. In some embodiment, the film layer further comprises inorganic pigment and/or hydrolysis stabilizer. In other embodiments, the film has a net melting endotherm, ?Hnm1, of less than 10 J/g. Also described are methods of making a graphic film.

Abstract: Disclosed in the present disclosure are a gas distributor, a gas delivery apparatus and a thin film processing apparatus. The gas distributor includes a first surface and a second surface arranged opposite to each other, a gas diffusion channel is arranged in the gas distributor, and the gas diffusion channel includes a recessed portion with a bottom surface protruding from the second surface, the recessed portion divides an area below the second surface into an inner area and an outer area, the recessed portion includes a first sidewall surrounding the inner area and a second sidewall surrounding the first sidewall, where the first sidewall comprises first gas channels, and the second sidewall comprises second gas channels, and gases in the gas diffusion channel enter the inner area and the outer area via the first gas channels and the second gas channels, respectively.

Abstract: A temperature control component and a chemical vapor deposition (CVD) reaction apparatus. The apparatus includes chamber; shower head provided at the top of the chamber and configured to introduce reaction gas for growing thin film into the chamber; and susceptor provided at the bottom of the chamber, configured to carry a substrate, wherein the chamber further includes a liner located inside the chamber and disposed around an inner side wall of the chamber; a side heater provided close to the inner side wall of the chamber, located above the susceptor and configured to heat the reaction gas in the chamber; and a temperature control component provided inside the chamber and located above the susceptor, and the temperature control component emits heat to heat the reaction gas in a central area of the chamber. The present invention can reduce a radial temperature gradient along a radial direction inside the chamber.

Abstract: An article is described comprising a first film layer comprising polylactic acid polymer (semicrystalline polylactic acid polymer; amorphous polylactic acid polymer; or a mixture thereof); a second (e.g. polyvinyl acetate) polymer having a Tg of at least 25° C.; plasticizer. In some embodiment, the film layer further comprises inorganic pigment and/or hydrolysis stabilizer. In other embodiments, the film has a net melting endotherm, ?Hnm1, of less than 10 J/g. Also described are methods of making a graphic film.

Abstract: Films including solvent barriers and primer layers are described. In particular, films including a substrate, the substrate including polylactic acid, a primer layer disposed on the substrate, a barrier layer disposed on the surface of the primer layer opposite the substrate, and an adhesive layer disposed on a surface of the barrier layer opposite the primer layer. The barrier layer includes an amorphous aliphatic polyamide with a glass transition temperature of at least 40 #C. Such films can provide acceptable adhesion and barrier performance to polylactic acid based graphics film systems.

Abstract: The present application discloses a method for early warning brandish of a transmission wire based on an improved Bayes-Adaboost algorithm, including: forming a classifier by training a historical brandish fault training set, and by using an Adaboost ensemble learning method, and obtaining an early warning result of the brandish of the transmission wire via the classifier according to real-time forecast meteorological information and information of different parameters of the transmission wire. The present invention can realize calculation and processing of forecast information of meteorological characteristic factors of the brandish of the transmission wire, structural parameters of the transmission wire and other related data, and obtain an early warning analysis result of a brandish disaster of the transmission wire in a region.

Abstract: Provided are an anti-platelet aggregation medicament and use thereof. The medicament is a compound having a structure of formula I, or a pharmaceutically acceptable salt thereof, a solvate thereof, or a deuterated substance thereof. The compound has a remarkable anti-platelet aggregation effect, relatively suitable water solubility and good stability, and thus is expected to become a new type of injectable anti-platelet aggregation medicament.