A Clinical Reasoning-Encoded Case Library Developed through Natural Language Processing.

Travis ZackGurpreet DhaliwalRabih GehaMary MargarettenSara MurrayJulian C Hong

Published in: Journal of general internal medicine (2022)

Applying NLP to curated instances of diagnostic reasoning can provide insight into how expert clinicians correlate and coordinate disease categories and processes when creating a differential diagnosis. Our reasoning-encoded CPC case database can be used by clinician-educators to design a case-based curriculum and by physicians to direct their lifelong learning efforts.

Keyphrases

quality improvement
primary care
palliative care
autism spectrum disorder
emergency department
adverse drug
emergency medicine