Research topics: 1) unorthodox deep learning models that generate low-cost images for disease diagnosis and personalized medicine; 2) emergent neural networks for ethical clinical development of experimental medicines and leveraging real world evidence; and 3) rapid fabrication and prospective validation of medical devices and technologies to improve public health. Pratik’s graduate and postdoctoral research have contributed to the discovery of a vaccine component to prevent pneumococcal (Streptococcus pneumoniae) diseases; the identification of new pathways, technologies, and metabolites as antimicrobials to target gastrointestinal infections; and a non-profit organization to deploy a low-cost water quality test for the developing world. Past acknowledgments include the American Society for Microbiology’s Raymond W. Sarber National Award, a Harvard Medical School and Massachusetts General Hospitals ECOR Fund for Medical Discovery postdoctoral fellowship, coverage by leading national and international news media outlets. Pratik has been an invited discussion leader at Gordon Research Seminars; a speaker at American Association for the Advancement of Sciences, Cold Spring Harbor Laboratories, Gordon Research Conferences, The National Academies of Sciences, Engineering and Medicine, TED and IEEE bioengineering conferences; and a peer reviewer for leading scientific publications and funding agencies. Pratik has BS, MS, and Ph.D. degrees in biological sciences and completed fellowship training at Massachusetts General Hospital, the Broad Institute of MIT and Harvard, and Harvard Medical School.
Read more about Pratik's ongoing research at MIT here.
Watch Pratik's TED talk on biomarker prediction from low-cost images using machine learning here.