2 papers
cs.AI2026
Reasoning Before Diagnosis: Physician-Inspired Structured Thinking for ECG Classification
Yang Wu, Xiaoyan Yuan, Hau-San Wong +1
Electrocardiogram (ECG) diagnosis in clinical practice relies on structured reasoning over multiple hierarchical aspects, including cardiac rhythm, conduction properties, waveform…
cs.LG2026
DBGL: Decay-aware Bipartite Graph Learning for Irregular Medical Time Series Classification
Jian Chen, Yuzhu Hu, Xiaoyan Yuan +6
Irregular Medical Time Series play a critical role in the clinical domain to better understand the patient's condition. However, inherent irregularity arising from heterogeneous sa…