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

Show Notes

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

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