James C. Douglas

Less is More: Explainable and Efficient ICD Code Prediction with Clinical Entities

Clinical coding, assigning standardized codes to medical notes, is critical for epidemiological research, hospital planning, and reimbursement. Neural coding models generally process entire discharge summaries, which are often lengthy and contain information that is not relevant to coding. We propos…