Thinking like Clinicians: Ranking-based Multi-instance Learning for PPG-based Hemodynamic Fluctuation Detection

Published in Pattern Recognition, 2026

Abstract

This work proposes ranking-based multi-instance learning for PPG-based hemodynamic fluctuation detection.

Recommended citation: Daomiao Wang, Qihan Hu, Xiaoman Xing, Hong Wu, Jian Liu, Xuepeng Fu, and Cuiwei Yang. "Thinking like clinicians: Ranking-based multi-instance learning for PPG-based hemodynamic fluctuation detection." Pattern Recognition (2026). DOI: 10.1016/j.patcog.2025.112981.
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