Electrocardiogram intelligent analysis method and system based on deep neural network
A technology of deep neural network and intelligent analysis, applied in the field of intelligent analysis method and system of electrocardiogram based on deep neural network, can solve the problems of low judgment recognition rate and difficult extraction of static electrocardiogram features, achieve good generalization ability and avoid feature engineering , the effect of high accuracy
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[0036] The present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments, but the embodiments should not be understood as limiting the present invention.
[0037] Such as figure 1 As shown, the system of the ECG intelligent analysis method based on the deep neural network proposed by the present invention includes an ECG data sampling module, a data labeling module, a data preprocessing module, a horizontal layer judgment module, a vertical layer judgment module, and an analysis fusion module.
[0038] ECG data sampling module: used to collect image information of N-lead static ECG.
[0039] Data labeling module: It is used to label the horizontal label and the vertical label on the image information of the N-lead static ECG. The data labeling module is realized by the ECG icon annotation tool. The annotator uses the ECG icon annotation tool to obtain the task. The unlabeled ECG data is directly transmitted from the backgro...
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