Explainable Medical AI - Dr. Rich Caruana | Ep. 6

This episode with Dr. Rich Caruana explores machine learning's evolution in healthcare, focusing on the shift from opaque neural networks to interpretable models like explainable boosting machines (EBMs) and their integration with large language models to improve transparency and clinical decision-making.00:00 Introduction01:00 Intelligible ML for Healthcare59:44 Support Tomorrow’s Medicine01:00:16 Concepts Recap & Reflections01:10:30 Intelligible.ai: A Startup Journey01:18:12 On Coding01:27:03 Model Compression01:33:26 Life as a Scientist01:41:39 Advice for Aspiring Scientists01:50:45 The Future of HealthcareSupport The PodcastPatreon: https://www.patreon.com/c/tommed/membershipGuest Suggestion FormLink: https://forms.gle/rf8387Mr4s3MZmNq6Contact MeLinkedIn: https://www.linkedin.com/in/arsarsentyev/X: https://x.com/arsarsentyevOther PlatformsYouTube: https://www.youtube.com/@tommedpodSpotify: https://open.spotify.com/show/3pRrtIXfcyjGey4VShawKtApple Podcasts: https://podcasts.apple.com/podcast/tomorrows-medicine/id1803923096