Revolutionizing Healthcare - Core Concepts: LLM Copilots and Machine Learning with no-code tools

Описание: Recording of the van der Schaar Lab's forty-first Revolutionizing Healthcare engagement session for clinicians which took place virtually on 4 February, 2025.

The session was led by Tim Schubert and Mihaela van der Schaar.

The interest in copilots has skyrocketed in the past year alone, and we are excited to discuss the opportunities in medicine and medical research.
In this session, we brainstorm with our audience and our panel on how to effectively align research efforts in machine learning with your clinical needs. The future healthcare system will likely have AI-powered technology integrated into applications from EHRs to bedside monitors.

To frame the discussion, Mihaela van der Schaar introduced the topic of copilots in general, explaining the need for this session after our previous one on that issue (   • Revolutionizing Healthcare - Core Concepts...  ).
Anders Boyd and Evgeny Saveliev then presented our novel co-pilot, both in theory and with an in-depth demonstration. You can find our new paper on the potential of AI Co-Pilots, also introducing CliMB-DC, our human-guided, data-centric framework for LLM co-pilots that combines advanced data-centric tools with LLM-driven reasoning to enable robust, context-aware data processing here: https://arxiv.org/abs/2501.10321

We then moved onto a fascinating roundtable discussion on the potential of Co-Pilots with our guests and the audience.

We thank Prof Russ Altman (Stanford University), Prof Marry Beth Terry (Columbia University), and Dr Anders Boyd (Amsterdam UMC).

Introduction - 0:00​
Session Overview - 0:34
Introduction by Mihaela - 2:24
LLM Co-Pilots and ML wit no-code tools by Anders & Evgeny - 4:18
CliMB-DC Demonstration - 14:39
Panel Discussion and Audience questions - 33:35
Intro to next sessions - 58:34

NOTE: This information was up-to-date at the time of the presentation but does not take into account material published since then.

As practising clinician, you can sign up for our upcoming sessions: https://www.vanderschaar-lab.com/enga...

Want to further your AI Journey with us? Join our Summer School for AI in Medicine this September: https://www.vanderschaar-lab.com/camb...

The lab's publications are here: https://www.vanderschaar-lab.com/publ...

Mihaela van der Schaar on Twitter:   / mihaelavds  
Mihaela van der Schaar on LinkedIn:   / mihaela-van-der-schaar