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Machine learning-based screening of heart failure using the integrated features of electrocardiogram and phonocardiogram: a multicenter study in China

BackgroundsHeart failure (HF) is a major health concern associated with poor prognosis, and there is an urgent clinical need for an easy and accurate method for screening HF. This multicenter study aims to validate a novel AI-based phono-electrocardiogram algorithm (AI-PECG) in early HF detection.Me...

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Principais autores: Junjie Bian, Kok-Han Chee, Chengyu Liu, Hongwei Sun, Shixi Zhang, Peili Chen, Hua-Nong Ting
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2025-11-01
Serija:Frontiers in Cardiovascular Medicine
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Online dostop:https://www.frontiersin.org/articles/10.3389/fcvm.2025.1613577/full
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