Prasanna Research Lab

Prateek Prasanna, PhD

• Assistant Professor, Biomedical Informatics, Renaissance School of Medicine and The College of Engineering and Applied Sciences

My Lab

Office: (631) 216-2727

Email: Prateek.Prasanna@stonybrook.edu

Stony Brook Cancer Center
Medical and Research Translation (MART) building – 7M-0808
Lauterbur Drive
Stony Brook, NY 11794

Research Program

• Imaging, Biomarker Discovery and Engineering Sciences

Department

• Department of Biomedical Informatics

Research Interest

Dr. Prasanna’s research focuses on building clinically translatable machine learning tools that leverage multiple data streams of imaging, pathology, and genomics to derive actionable insights for enabling better treatment decisions. His research involving development of companion diagnostic tools for thoracic, neuro, and breast imaging applications has been published in venues such as MICCAI, CVPR, ECCV, NeurIPS, Radiology, Medical Image Analysis, etc., and has won several innovation awards. One of the core focuses of his lab is to integrate machine generated inferences with expert clinical reads to make clinical workflows more efficient and effective. Lately, his team has been actively working on the advancement of interpretable machine learning and xAI techniques to facilitate the discovery of computational biomarkers, particularly in situations where data/ground truth is limited or imperfect.

Education

• BS, National Institute of Technology, Calicut, India
• MS, Rutgers University
• PhD, Case Western Reserve University, Cleveland, Ohio

Publications

• View a complete list of publications.