Nov 27 2023 59 mins 1
On this episode of the Chilcast, we tackle the main topic of 2023 with three of the leading voices in the industry – the responsible development of AI for healthcare use cases with John Halamka, Suchi Saria, and moderator Jody Ranck.
Key takeaways from this episode:
- Our experts highlight the need for a balanced approach to regulation and innovation – need to ensure safety and ethical development, but don't want to stifle new advancements either.
- It is proven to be critical that diverse perspectives and voices are included in both the regulatory and development processes.
- Collaboration and continuous learning are crucial for responsible AI implementation in healthcare.
Chapters:
0:00 Introductions
4:25 Mayo Clinic Platform
7:02 Overview of The Coalition for Health AI (CHAI)
8:31 Bayesian Health Overview
11:12 Current Regulatory Discourse
23:24 Managing Tradeoffs and Social Impact
30:19 Accelerating Evidence-Based Medicine
34:30 Who Gets a Seat at the Table?
40:41 Can "Hallucinations" be Valid Hypotheses?
42:25 Evaluation as Part of the Innovation Cycle
50:41 What is the Threshold for AI Accuracy to be Implemented in Care Decisions?
54:25 Regulation Impact on Innovation
56:39 Regulation of Applications vs Models
