AI RESEARCH
Peak-Detector: Explainable Peak Detection via Instruction-Tuned Large Language Models in Physiological Sign
arXiv CS.LG
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ArXi:2605.16452v1 Announce Type: new Accurate peak detection across diverse cardiac physiological signals, including the Electrocardiogram (ECG), Photoplethysmogram (PPG), Ballistocardiogram (BCG), and Bodyseismography (BSG), is fundamental for cardiovascular monitoring but is often hindered by artifacts and signal variability. Conventional algorithms are typically engineered with expert knowledge for a single signal modality, limiting their generalizability.