Multi-layered data framework for enhancing postoperative outcomes and anaesthesia management through natural language processing

• Published in: SLAS technology Vol. 32; p. 100294
• Main Author: Xu, Peng
• Format: Journal Article
• Language: English
• Published: United States Elsevier Inc 01.06.2025; Elsevier
• Subjects: Anaesthesia Management; Anesthesia - methods; Clinical Data; Humans; Intelligent golden eagle fine-tuned logistic regression (ige-lr); Large language model (llm); Natural Language Processing; Natural language processing (nlp); Personalized; Large language model (llm); Personalized; Natural language processing (nlp); Intelligent golden eagle fine-tuned logistic regression (ige-lr); Anaesthesia Management; Clinical Data

Anaesthesia management is a critical aspect of perioperative care, directly influencing postoperative recovery, pain management, and patient outcomes. Despite advancements in anaesthesia techniques, variability in patient responses and unexpected postoperative complications remain significant challe...