Generative AI in Healthcare: Sensors and Physiological Data
Generative AI in Healthcare: Sensors and Physiological Data
Ask the Experts
May 24, 2023 | 12:30-1:00 PM ET
Join MIT Professor Dina Katabi in a virtual discussion on present and future implications of cutting-edge generative artificial intelligence models and medical devices for healthcare. Generative models have shown great promise in creating images and text, but their application in healthcare remains limited. Issues like data scarcity, privacy regulations, and underrepresentation of certain groups hinder AI model training. Healthcare AI challenges can be tackled by combining different sensor modalities, and/or producing synthetic medical data. Moderated by Aude Oliva, lab co-director.
Meet the Expert
Speaker
Dina Katabi, Ph.D., is the Thuan and Nicole Pham Professor at MIT’s Department of Electrical Engineering and Computer Science, and director of the MIT Center for Wireless Networks and Mobile Computing. Her research spans wireless networks, scalability and robustness of communication systems, and generative models for healthcare applications. She has received an Association for Computing Machinery prize in computing for her work in the field of networking and has been elected to the National Academy of Sciences. She earned a BS from the University of Damascus, and an MS and PhD in computer science from MIT.