Ruiwen Zhou

Ruiwen Zhou is an Assistant Professor of Biostatistics at Washington University in St. Louis School of Medicine, affiliated with the Institute for Informatics, Data Science and Biostatistics (I2DB) and Center for Biostatistics and Data Science (CBDS). With 25 citations and 13 total research outputs, their work focuses on integrating advanced statistical methods with clinical applications.

• Institute for Informatics, Data Science and Biostatistics (I2DB)
• Center for Biostatistics and Data Science (CBDS)

Research Interests span three main domains:

• Medical Imaging Analysis: Applying transformer-based models to longitudinal imaging data for eye disease prognosis (e.g., primary open-angle glaucoma)
• Cardiac Diagnostics: Developing machine learning algorithms for automated differentiation of cardiac arrhythmias using ECG data
• Behavioral Biostatistics: Investigating non-motor decision making patterns in human reach-to-grasp tasks

Publication Trends show increasing output intensity, with 8 publications in 2024 alone. Their work combines computer vision with clinical medicine, emphasizing sequence modeling and diagnostic applications across ophthalmology and cardiology.

Laboratory Affiliation: Conducts research within the Institute for Informatics, Data Science and Biostatistics (I2DB), a multidisciplinary center focusing on health data science.