Electrocardio data processing method and device, storage medium and electronic equipment
A technology of ECG data and heartbeat data, which is applied in medical science, sensors, diagnostic recording/measurement, etc., can solve the problems of misjudgment or missed judgment, high doctor level, etc., and achieve the effect of improving processing efficiency and accuracy
Pending Publication Date: 2021-04-30
沈阳东软智能医疗科技研究院有限公司
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However, judging the user's heart status through ECG data requires high doctor's
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[0056]Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present disclosure as recited in the appended claims.
[0057] figure 1 It is a flow chart showing a method for processing ECG data according to an exemplary embodiment. Such as figure 1 As shown, the method may include the following steps:
[0058] Step 101, acquiring target ECG data to be processed.
[0059] For example, firstly, the ECG device can use a specified number of leads to collect data from specified positions on the body sur...
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The invention relates to an electrocardiogram data processing method and device, a storage medium and electronic equipment, which are applied to the technical field of electronic information processing, and the method comprises the following steps: obtaining target electrocardiogram data to be processed, determining a target electrocardiogram feature vector capable of representing the target electrocardiogram data through a pre-trained auto-encoder according to the target electrocardiogram data, and according to the target electrocardio feature vector and a pre-trained self-organizing mapping network, determining a target sign type corresponding to the target electrocardio data through a preset classification algorithm, the self-organizing mapping network being obtained by training according to a preset training data set. According to the method and device, the target sign type corresponding to the target electrocardiogram data can be intelligently determined through the self-encoder, the self-organizing mapping network and the classification algorithm, manual participation is not needed, and the processing efficiency and accuracy of the electrocardiogram data can be improved.
Description
technical field [0001] The present disclosure relates to the technical field of electronic information processing, and in particular, to a processing method, device, storage medium and electronic equipment for electrocardiographic data. Background technique [0002] Heart-related diseases are one of the main diseases that threaten human life. For a long time, the research on heart-related diseases has been an important topic in the medical field. An electrocardiogram (English: Electrocardiograph, abbreviation: ECG) is a simple and continuous record of the electrical activity generated by the heart, which can reflect the physical status of various parts of the heart to a certain extent, thereby effectively assisting doctors to judge the user's heart state. However, judging the user's heart state through ECG data requires high doctor's ability and experience, which is likely to cause misjudgment or missed judgment. Contents of the invention [0003] In order to solve the pr...
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Login to View More IPC IPC(8): A61B5/349A61B5/35A61B5/347
Inventor 朱宝峰何光宇程万军
Owner 沈阳东软智能医疗科技研究院有限公司