Biomedical and Health Data Sciences

Developing innovative data science, machine learning, and digital health modeling approaches to transform multi-scale biomedical data into actionable insights

doctor looking at screens of data

New biomedical imaging and sensing technologies are generating data at an unprecedented pace. The increasing availability of electronic health records data has enabled data-driven inquiry into contemporary health care issues. Researchers in Duke BME are developing innovative data science, machine learning, and digital health modeling approaches to transform multi-scale biomedical data (e.g. multi-omics, imaging, wearable sensors, and electronic health records data) into actionable health insights.

There are extensive collaborations between our BME faculty and Duke University Medical Center clinicians to rapidly translate large-data analysis tools developed at Duke BME for both the patient bedside and broader commercialization.

This research community is supported and enhanced by numerous centers and programs, including: 

Associated Faculty

Jessilyn Dunn Profile Photo
Jessilyn Dunn Profile Photo

Jessilyn Dunn

Assistant Professor of Biomedical Engineering

Timothy Dunn, Ph.D. Profile Photo
Timothy Dunn, Ph.D. Profile Photo

Timothy Dunn, Ph.D.

Assistant Professor of Biomedical Engineering

Sina Farsiu, Ph.D. Profile Photo
Sina Farsiu, Ph.D. Profile Photo

Sina Farsiu, Ph.D.

Director of Master’s Studies, Anderson-Rupp Professor of BME

John Hickey Profile Photo
John Hickey Profile Photo

John Hickey

Assistant Professor of Biomedical Engineering

Dr Roarke Horstmeyer Profile Photo
Dr Roarke Horstmeyer Profile Photo

Dr Roarke Horstmeyer

Assistant Professor of Biomedical Engineering

Mark L. Palmeri Profile Photo
Mark L. Palmeri Profile Photo

Mark L. Palmeri

Professor of the Practice in the Department of Biomedical Engineering

Nimmi Ramanujam, Ph.D. Profile Photo
Nimmi Ramanujam, Ph.D. Profile Photo

Nimmi Ramanujam, Ph.D.

Robert W. Carr, Jr., Distinguished Professor of Biomedical Engineering

Amanda Randles Profile Photo
Amanda Randles Profile Photo

Amanda Randles

Alfred Winborne and Victoria Stover Mordecai Associate Professor of Biomedical Sciences

Dr Daniel Reker Profile Photo
Dr Daniel Reker Profile Photo

Dr Daniel Reker

Assistant Professor of Biomedical Engineering

Lingchong You, Ph.D. Profile Photo
Lingchong You, Ph.D. Profile Photo

Lingchong You, Ph.D.

Professor of Biomedical Engineering

Other Research Specialties

Explore additional specialty research areas in Duke BME and throughout the Pratt School of Engineering.