Ittai Dayan - Federated Learning & Data Privacy with Rhino Health

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.

contact@themamlpodcast.com

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?