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Ran Xiao

Assistant Consulting Professor in the School of Nursing
School of Nursing
DUMC 3322,307 Trent Drive, Durham, NC 27710
Office hours By appointment only.  


My research passion lies in utilizing advanced signal processing and machine learning to advance the field of biomedical research. My research interests include understanding neuromotor related diseases (such as Cerebral Palsy and Parkinson's disease) through analyzing invasive and noninvasive eletrophysiologic signals (EEG, LFP, ECoG), studying dynamics and early prediction of acute coronary syndrome from pre- and in-hospital ECG recordings. I'm also interested in biomedical informatics using data mining and machine learning techniques to analyze multi-modality data (bedside monitor alarms, electronic health record, vital signs, physiologic data) towards precision patient monitoring in critical care settings.

Current Appointments & Affiliations

Assistant Consulting Professor in the School of Nursing · 2022 - Present School of Nursing

Education, Training & Certifications

University of Oklahoma · 2015 Ph.D.