Seeking feedback from clinicians on AI as diagnostic decision support
Statistical Modeling, Causal Inference, and Social Science 2026-01-19
This is Jessica. My collaborators and I have been exploring decision-theoretic approaches to fine-tuning language model agents to support expert decision-making, and we’re now seeking clinicians or other medical professionals for a brief (~30 min) session to get feedback. We are particularly interested in talking to clinicians with some experience in diagnosing cardiac dysfunction. We’ll share a small number of cases and preview what our method does to get your thoughts on how it aligns (or doesn’t align) with your domain knowledge and how you think it would affect the diagnostic process.
If you are available or would like more information, please contact me or Ph.D. student Ziyang Guo, who is leading this work (ziyang.guo@northwestern.edu). We’ll provide gift cards in appreciation of your time.