Author

Alison Noble

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#machine learning Preprint Sep 2026

Learning to Defer with Guidance on Real World Medical Data

This first work to look at L2D in the context of real-world medical imaging data with human annotations, and introduces a new setup, L2D with Guidance, where the decision space is extended to three choices: predict autonomously, defer to a human expert, or defer to a human expert and provide AI guidance.

Emma Sun, Joshua Strong, Alison Noble · 1 citation