Article-Journal

LCD Benchmark: Long Clinical Document Benchmark on Mortality Prediction.
Lessons learned on information retrieval in electronic health records: a comparison of embedding models and pooling strategies
On the role of the UMLS in supporting diagnosis generation proposed by Large Language Models
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
When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?
DR. BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing
We introduced the first Diagnostic Reasoning Benchmark to evaluate clinical natural language processing models’ abilities in clinical diagnostic reasoning.
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DR. BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing
Call for papers: Special issue on clinical natural language processing for secondary use applications.