Ittai Dayan, MD is the co-founder and CEO of Rhino Health, a distributed computing platform leveraging privacy-preserving federated learning. The platform allows medical researchers and healthcare AI developers to seamlessly access diverse and disparate datasets and use them to create better AI algorithms.
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Host: David Wu / Twitter: @davidjhwu
Producer: Aaron Schumacher / Twitter: @a_schu95
Artwork & Video: Saurin Kantesaria
Music: Caligula - Windows96. Used with Artist Permission.
00:56 How did you come to the intersection of medicine and artificial intelligence?
06:15 What type of medicine did you start out studying?
11:35 Could you tell us the story behind Rhino Health?
14:30 What is federated learning?
21:00 Common use cases for Rhino Health?
26:45 Relationship between generalizability and accuracy when using federated learning?
28:15 What were your biggest challenges in creating Rhino Health?
32:40 An example of using Rhino Health?
37:40 How does Rhino Health integrate with EHR’s
38:15 What are your next steps for Rhino Health?
43:10 What do you think the future of AI in healthcare will look like?
48:08 What gives your life meaning and what are your greatest fears?
