Regina Barzilay (MIT Professor of AI & Health) | On deep learning for cancer diagnosis and treatment

This keynote on deep learning for cancer treatment from MIT Professor of AI and Health Regina Barzilay took place at Sana AI Summit on May 15 2024 in Stockholm, Sweden.
Regina Barzilay is a School of Engineering Distinguished Professor of AI & Health in the Department of Computer Science and the AI Faculty Lead at MIT Jameel Clinic. Her research has been recognized with the MacArthur Fellowship, an NSF Career Award, and the AAAI Squirrel AI Award for Artificial Intelligence for the Benefit of Humanity. Regina is a member of the National Academy of Engineering, American Academy of Arts and Sciences, and the National Academy of Medicine.
Timestamps
MC speaker introduction (00:00:00)
Lung cancer paradoxes (00:01:24)
Predicting cancer (00:02:55)
Screening today (00:04:10)
Future of screening (00:04:40)
Problem with questions (00:05:42)
Importance of adaption (00:06:30)
Sybil’s precision (00:08:09)
Personalized screening (00:09:22)
Ensuring interpretability (00:11:40)
Generalizing AI (00:12:11)
Validating results (00:14:12)
AI calibration (00:15:36)
Historical analogies (00:17:17)
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non-smoking lung-cancer probability might correlate with proximity to city-center stronger than with patterns in CT-scans