Redefining hallucination evaluation for medical SOAP notes to credit clinical reasoning reduces reported hallucination rates from 35% to 9%.
Langlotz, Jason Hom, Sergios Gatidis, John Pauly, and Akshay S
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The paper surveys data-centric strategies for foundation models in computational healthcare and supplies a curated list of related models and datasets.
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Beyond Literal Summarization: Redefining Hallucination for Medical SOAP Note Evaluation
Redefining hallucination evaluation for medical SOAP notes to credit clinical reasoning reduces reported hallucination rates from 35% to 9%.
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Data-Centric Foundation Models in Computational Healthcare: A Survey
The paper surveys data-centric strategies for foundation models in computational healthcare and supplies a curated list of related models and datasets.