https://cognaptus.com/tags/healthcare-nlp/ Recent content in Healthcare NLP on Cognaptus Hugo -- 0.145.0 en-us Sun, 07 Dec 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-12-07-timeline-triage-how-llms-learn-to-read-between-clinical-lines/ Sun, 07 Dec 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-12-07-timeline-triage-how-llms-learn-to-read-between-clinical-lines/ A comparison-based reading of ChemoTimelines 2025 shows why clinical LLM extraction is less about bigger models and more about choosing the right tradeoff between fine-tuning, reasoning, dictionaries, and aggregation.