Research map: Improving ASA-PS classification accuracy using private-deployment-compatible large language models: a multilingual evaluation

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  1. ASA Physical Status Classifications · William D. Owens · 1978 · 1968 citations · Cited by this paper
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  21. Large language models in anaesthesiology: use of ChatGPT for American Society of Anesthesiologists physical status classification · Daniel Yan Zheng Lim · 2023 · 25 citations · Cited by this paper
  22. Comparison of NLP machine learning models with human physicians for ASA Physical Status classification · Soo Bin Yoon · 2024 · 16 citations · Cited by this paper
  23. Prediction of American Society of Anesthesiologists Physical Status Classification from preoperative clinical text narratives using natural language processing · Philip Chung · 2023 · 15 citations · Cited by this paper
  24. The performance of ChatGPT in day surgery and pre-anesthesia risk assessment: a case-control study of 150 simulated patient presentations · Tingting Cheng · 2024 · 13 citations · Cited by this paper
  25. Enhancing privacy-preserving deployable large language models for perioperative complication detection: a targeted strategy with LoRA fine-tuning · Shaowei Gao · 2025 · 9 citations · Cited by this paper
  26. Predicting 30-Day Postoperative Mortality and American Society of Anesthesiologists Physical Status Using Retrieval-Augmented Large Language Models: Development and Validation Study · Ying-Hao Chen · 2025 · 8 citations · Cited by this paper
  27. Performance of Large Language Models in Complex Anesthesia Decision-Making: A Comparative Study of Four LLMs in High-Risk Patients · Qian Ruan · 2025 · 5 citations · Cited by this paper
  28. An Exploratory Comparison of AI Models for Preoperative Anesthesia Planning: Assessing ChatGPT-4o, Claude 3.5 Sonnet, and ChatGPT-o1 in Clinical Scenario Analysis · Bing Wang · 2025 · 3 citations · Cited by this paper

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