Heart rate data classification method and device, equipment and storage medium

A data classification and heart rate technology, applied in the measurement of pulse rate/heart rate, calculation model, medical simulation, etc., can solve the problems of poor classification effect of human heart rate data, false detection of human heart rate data, etc., to avoid high-frequency noise interference, improve Accuracy, avoidance of effects

Pending Publication Date: 2022-03-15
SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD
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Problems solved by technology

[0004] In the above scheme, the heart rate data of the human body collected by the wearable device is easily disturbed by the external environment and human movement conditions, and the human heart rate data may contain falsely detected data, resulting in poor classification effect on the human heart rate data

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  • Heart rate data classification method and device, equipment and storage medium
  • Heart rate data classification method and device, equipment and storage medium
  • Heart rate data classification method and device, equipment and storage medium

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[0031] The technical solutions of the present application will be clearly and completely described below in conjunction with the accompanying drawings. Apparently, the described embodiments are some of the embodiments of the present application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0032] It should be understood that the "indication" mentioned in the embodiments of the present application may be a direct indication, may also be an indirect indication, and may also mean that there is an association relationship. For example, A indicates B, which can mean that A directly indicates B, for example, B can be obtained through A; it can also indicate that A indirectly indicates B, for example, A indicates C, and B can be obtained through C; it can also indicate that there is an association between A an...

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Abstract

The invention relates to a heart rate data classification method and device, equipment and a storage medium, in particular to the field of medical data detection. The method comprises the following steps: acquiring initial heart rate data; generating a heart rate threshold value according to the initial heart rate value in the target time interval; according to the heart rate threshold value, correcting each initial heart rate value in the initial heart rate data to obtain first preprocessing data; performing high-frequency noise elimination processing on the first pre-processed data to obtain second pre-processed data; and processing the second pre-processed data according to a heart rate classification model to obtain a category result corresponding to the initial heart rate data. According to the scheme, the correction operation and the denoising operation are performed on the initial heart rate data in sequence, high-frequency noise interference is avoided, meanwhile, the influence of data mistakenly recognized by the wearable device on heart rate data classification is avoided, and therefore the accuracy of heart rate data classification is further improved.

Description

technical field [0001] The invention relates to the technical field of medical data detection, in particular to a heart rate data classification method, device, equipment and storage medium. Background technique [0002] In the field of medical health, human heart rate is a very important indicator reflecting the state of human health, which can reflect the state of the human body to a certain extent through the human heart rate. [0003] In the field of medical health, heart rate acquisition equipment can collect the heart rate of the human body. For example, wearable devices such as bracelets can accurately collect the heart rate of the human body. At this time, the data processing equipment in the wearable device can monitor the human body In the analysis, the heart rate signal is decomposed to remove the high-frequency noise in the human heart rate, and then the human heart rate data is classified according to the characteristics of the human heart rate data to complete ...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A61B5/024A61B5/00G06K9/62G06N20/00G16H50/50
CPCA61B5/024A61B5/02405A61B5/7264A61B5/7203A61B5/7267A61B5/6802G16H50/50G06N20/00G06F18/24G06F18/214
Inventor 王爱波蚁韩羚余晓填王孝宇
Owner SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD
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