IEEE

Feature Extraction for Machine Learning-based Sleep Stage Classification Using PPG-Derived Parameters and Skin Temperature

Abstract: This study explores feature extraction and machine learning methods for automated sleep stage classification using physiological signals, focusing on PPG-derived parameters and skin ...
The Lancet

Development and validation of a screening tool for sepsis without laboratory results in the emergency department: a machine learning study

aEmergency Centre, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China bHubei Clinical Research Centre of Emergency and Resuscitation, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China ...