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Matthew M Churpek

Detecting Stigmatizing Language in Clinical Notes with Large Language Models for Addiction Care
Uncertainty estimation in diagnosis generation from large language models: next-word probability is not pre-test probability
Development of a Human Evaluation Framework and Correlation with Automated Metrics for Natural Language Generation of Medical Diagnoses
Lessons learned on information retrieval in electronic health records: a comparison of embedding models and pooling strategies
Position Paper On Diagnostic Uncertainty Estimation from Large Language Models: Next-Word Probability Is Not Pre-test Probability
Prompt Engineering GPT-4 to Answer Patient Inquiries: A Real-Time Implementation in the Electronic Health Record across Provider Clinics
DR. BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing
Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models

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