January 2026

Cardiac complications remain a leading cause of ICU mortality, requiring rapid identification from extensive clinical documentation. While traditional NLP approaches using TF-IDF vectorization provide interpretable baselines, recent advances in medical LLMs offer superior contextual understanding. This study presents ...