Machine learning in sudden cardiac death risk prediction: a systematic review.
Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology(2022)
摘要
Machine learning for SCD prediction has been under-applied and incorrectly implemented but is ripe for future investigation. It may have some incremental utility in predicting SCD over traditional models. The development of reporting standards for machine learning is required to improve the quality of evidence reporting in the field.
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关键词
Deep learning,Implantable cardioverter-defibrillator,Machine learning,Prediction,Sudden cardiac death,Systematic review
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