An Automated ECG-PCG Coupling Analysis System with LLM-Assisted Semantic Reporting for Community and Home-Based Cardiac Monitoring

Objective: Cardiac monitoring in community and home environments requires automated operation, cross-state robustness, and interpretable feedback under resource-constrained and uncontrolled conditions. Unlike accuracy-driven ECG–PCG studies focusing on diagnostic performance, this work emphasizes sy...

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Detalhes bibliográficos

Principais autores:	Yi Tang, Fei Cong, Yi Li, Ping Shi
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-02-01
coleção:	Algorithms
Assuntos:	ECG–PCG coupling analysis automated cardiac monitoring large language model interpretation
Acesso em linha:	https://www.mdpi.com/1999-4893/19/2/117
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