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20242026
most citedA Systematic Review on Foundation Models for Electrocardiogram Analysis: Initial Strides and Expansive Horizons

2 citations · 3 across the 5 of their papers we have counts for

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eess.SP2026

Large language models in medical time series analysis

Yu Han, Cigdem Beyan, Xiang Zhang +6

Medical time series (MedTS), including electrocardiograms (ECG), electroencephalograms (EEG), photoplethysmography (PPG), and vital-sign recordings, are central to clinical diagnos…

eess.SP2026

Wearable Single-Lead ECG Detects Fine-Grained Structural Heart Disease Through Echo-Report Supervision

Chenyang He, Qinghao Zhao, Shun Huang +9

Structural heart disease (SHD) is a primary driver of heart failure and cardiovascular mortality, yet early detection remains constrained by the limited accessibility of echocardio…