Time-frequency domain fused single-lead electrocardiogram data processing method and device

The invention relates to the technical field of electrocardio information processing, and particularly discloses a time-frequency domain fused single-lead electrocardio data processing method and device, and the method comprises the steps: obtaining original single-lead electrocardio data sampled fo...

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Bibliographic Details
Main Authors SU WEIDA, PENG BOLIAN, XING ZHIHUI
Format Patent
LanguageChinese
English
Published 02.01.2024
Subjects
CALCULATING
COMPUTING
COUNTING
DIAGNOSIS
ELECTRIC DIGITAL DATA PROCESSING
HUMAN NECESSITIES
HYGIENE
IDENTIFICATION
MEDICAL OR VETERINARY SCIENCE
PHYSICS
SURGERY
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Summary:The invention relates to the technical field of electrocardio information processing, and particularly discloses a time-frequency domain fused single-lead electrocardio data processing method and device, and the method comprises the steps: obtaining original single-lead electrocardio data sampled for a user, generating a processing unit A, carrying out the operation of the processing unit A according to a preset data MASK processing strategy, and obtaining a processing unit A1; the processing unit A1 is operated according to a set time domain feature extraction network, a set frequency domain feature extraction network and a set feature splicing network to obtain a fusion feature value, prediction data are obtained according to a preset data reduction processing strategy, and statistical data are obtained according to a preset heart rate statistical strategy. According to the method, the time domain features and the frequency domain features can be extracted from a relatively small amount of unmarked electroc
Bibliography:Application Number: CN202311441893