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DETECTING ATRIAL FIBRILLATION USING SHORT SINGLE-LEAD ECG RECORDINGS
专利权人:
KONINKLIJKE PHILIPS N.V.
发明人:
JONATHAN RUBIN,SAMAN PARVANEH,ASIF RAHMAN,BRYAN CONROY,SAEED BABAEIZADEH
申请号:
US16641824
公开号:
US20200205687A1
申请日:
2018.09.18
申请国别(地区):
US
年份:
2020
代理人:
摘要:
A non-transitory computer-readable medium stores instructions readable and executable by at least one electronic processor (20) to perform an atrial fibrillation (AF) detection method (100). The method includes: generating a time-frequency representation of an electrocardiogram (ECG) signal acquired over a time interval; processing the time-frequency representation using a neural network (NN) (32) to output probabilities for rhythms of a set of rhythms including at least atrial fibrillation; assigning a rhythm for the ECG signal based on the probabilities for the rhythms of the set of rhythms output by the neural network; and controlling a display device (24) to display the rhythm assigned to the ECG signal.
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