An NMF-plus-LLM pipeline separates overlapping heart and lung sounds and generates tentative clinical labels, but the demonstration is qualitative and lacks validation.
Clinical IoT in Practice: A Novel Design and Implementation of a Multi-functional Digital Stethoscope for Remote Health Monitoring,
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Large Language Models and Non-Negative Matrix Factorization for Bioacoustic Signal Decomposition
An NMF-plus-LLM pipeline separates overlapping heart and lung sounds and generates tentative clinical labels, but the demonstration is qualitative and lacks validation.