Body temperature data-based monitoring device and method, electronic equipment and storage medium

Abstract

The embodiment of the invention provides a body temperature data-based monitoring device and method, electronic equipment and a storage medium. The monitoring device comprises a high-dimensional bodytemperature feature extraction module, an abnormal point detection module, a classification module, a feature mode matching module and a judgment module, wherein the high-dimensional body temperaturefeature extraction module is used for carrying out high-dimensional feature extraction on body temperature data of input objects to obtain high-dimensional body temperature features of the input objects; the abnormal point detection module is used for working out the probability P1 that the input objects belong to people with abnormal body temperature; the classification module is used for workingout the probability P5 that the input objects are epidemic patient people, healthy people and other people with fever symptoms; the feature mode matching module is used for working out the feature matching probability P6 of a case where the input objects are closest to the high-dimensional body temperature features in an epidemic case library; and the judgment module is connected with the abnormal point detection module, the classification module and the feature mode matching module, and is used for carrying out cross validation on P1, P5 and P6. A judgment result obtained through the schemehas higher accuracy and reference value.

Description

technical field [0001] The present invention relates to the technical field of data monitoring devices, in particular to a monitoring device and method based on body temperature data, electronic equipment, and a storage medium. Background technique [0002] Recently, the virus and other epidemics have swept the world, bringing huge disasters to people all over the world. As an important indicator of pneumonia and other epidemics, body temperature characteristics have played an important role in the initial screening of epidemic patients. [0003] At present, there are two main modes of screening epidemics based on body temperature characteristics: [0004] One is to set up temperature monitoring points in designated places to measure the body temperature of people coming and going. If the instantaneous temperature exceeds the specified threshold, further observation measures will be taken for the person. [0005] The other is to wear a smart thermometer to achieve real-tim...

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Problems solved by technology

[0008] Embodiments of the present invention provide a body temperature data-based monitoring device and method, electronic equipment, and storage media to solve the defect in the prior art that the value of historical body temperature data is greatly wasted by judging only through instantaneous body temperature, and to achieve more accuracy , scientific and reference value monitoring

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