DiaLLM is an EHR-grounded conversational system that translates clinical codes and test results into text and uses PPO with rejection sampling to recommend lab tests and predict diagnoses, reporting large gains over baselines on NHANES and TriNetX.
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DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction
DiaLLM is an EHR-grounded conversational system that translates clinical codes and test results into text and uses PPO with rejection sampling to recommend lab tests and predict diagnoses, reporting large gains over baselines on NHANES and TriNetX.