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8 results about "Diagnostic methods" patented technology

Diagnostic techniques and procedures encompass all investigations and tests intended to identify the cause of an illness or disorder. They include, for example, laboratory tests for infectious agents, and imaging techniques, such as radiology and ultrasound examination. Related Journals of Diagnostic Methods.

Improved particle swarm-optimized neural network-based transformer fault diagnosis method

ActiveCN106548230AAccurate identificationEfficient identificationAnalysing gaseous mixturesArtificial lifeNerve networkOriginal data
The invention relates to an improved particle swarm-optimized neural network-based transformer fault diagnosis method. The method includes the following steps that: related data of dissolved gases in transformer oil and transformer fault information are obtained so as to be adopted as sample data, and a drop half-normal distribution scoring model is adopted to pre-estimate the data of the dissolved gases in the transformer oil; the network structure of a neural network is determined; and the parameters of the neural network are optimized by using an improved particle swarm algorithm; pre-estimated sample data are adopted to train the parameter-optimized neural network, so that a final neural network model can be obtained; and the neural network model is adopted to process transformer data to be evaluated, so that the fault type of a transformer can be obtained through diagnosis. With the method of the invention adopted, the interference of original data redundancy information can be reduced, and the validity of data evaluation can be improved; and convergence speed in the training of the neural network can be increased, and the search ability of parameter optimization can be improved, and the accuracy and reliability of transformer fault diagnosis can be improved finally.
Owner:YUNNAN POWER GRID CO LTD KUNMING POWER SUPPLY BUREAU +1

Knowledge point mastering condition diagnosis method and device and test question recommendation method and device

PendingCN113657723AMaster fastDigital data information retrievalResourcesEvaluation resultRegression adjustment
The invention discloses a knowledge point mastering condition diagnosis method and device and a test question recommendation method and device based on the diagnosis method. The diagnosis method comprises the following steps of marking knowledge point attributes of subjects; selecting a diagnosis question of each knowledge point; recording the answering condition of the diagnosis question by the student; and evaluating the knowledge point mastering condition and the comprehensive ability level of the subject of the student according to the knowledge point attribute and the answering condition. According to the invention, the question data and scores of the students are utilized, the knowledge point mastering condition of the students is firstly diagnosed preliminarily, then the knowledge point mastering condition of the students is subjected to regression adjustment according to the portraits of the students in all stages, and finally the knowledge point mastering condition and comprehensive ability evaluation results of the students are determined. Students and teachers can find knowledge point mastering weak links of the students in time, targeted training is carried out on the basis, and mastering of the students on related knowledge points can be improved.
Owner:HONGCHENG TECH DEV CO LTD +1

Intelligent medical remote auxiliary diagnosis method and system based on wearable equipment

PendingCN112614582AGet Health Information in AdvanceProtect healthMedical communicationHealth-index calculationData informationEmergency medicine
The invention discloses an intelligent medical remote auxiliary diagnosis method and system based on wearable equipment, wherein the system comprises an information collection module, a scheduling management module and an information receiving module, and the information collection module and the information receiving module carry out the information transmission with the scheduling management module through a wireless network. The information acquisition module is used for acquiring user health data information and position information regularly or in real time and sending the information to the scheduling management module; the information receiving module is used for receiving the information transmitted by the scheduling management module and sending a remote instruction to control the information acquisition module to acquire health information; the dispatching management module is used for transferring the data information of the information acquisition module and the information receiving module and carrying out dispatching management on the emergency ambulance and the emergency doctor. According to the invention, the wearable device embedded with the biosensor capable of monitoring various physical sign information is adopted to monitor the physical sign information of the user, and is communicated with the medical management system to help a first-aid doctor to acquire the health information of the user in advance.
Owner:PLA STRATEGIC SUPPORT FORCE INFORMATION ENG UNIV PLA SSF IEU +2
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