Explainable Medical AI - Dr. Rich Caruana

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Tomorrow's Medicine

Arseniy Arsentyev

9 episodes

1 week ago

Healthcare is on the brink of Revolution. However, revolutions are not just experienced - they are shaped by those who dare to think ahead. "Tomorrow’s Medicine Podcast" features conversations with visionary thinkers exploring the future of medicine and healthcare.

Health & Fitness

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Health & Fitness

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

Tomorrow's Medicine

2 hours 5 minutes 32 seconds

2 months ago

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 Introduction

01:00 Intelligible ML for Healthcare

59:44 Support Tomorrow’s Medicine

01:00:16 Concepts Recap & Reflections

01:10:30 Intelligible.ai: A Startup Journey

01:18:12 On Coding

01:27:03 Model Compression

01:33:26 Life as a Scientist

01:41:39 Advice for Aspiring Scientists

01:50:45 The Future of Healthcare

Support The Podcast

Patreon: https://www.patreon.com/c/tommed/membership

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Contact Me

LinkedIn: https://www.linkedin.com/in/arsarsentyev/

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Other Platforms

YouTube: https://www.youtube.com/@tommedpod

Spotify: https://open.spotify.com/show/3pRrtIXfcyjGey4VShawKt

Apple Podcasts: https://podcasts.apple.com/podcast/tomorrows-medicine/id1803923096