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Updated: Jan 18, 2026

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections
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Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections

Published on: September 19, 2025

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轻量级的开源大语言模型与cTAKES用于从排放摘要中提取信息:烟草吸烟状态测试案例

David M Dávila-García1, Matthew J Schuelke1, Adam B Wilcox1

  • 1Institute for Informatics, Data Science & Biostatistics, Washington University School of Medicine in Saint Louis, St. Louis, MO 63110, United States.

JAMIA open
|January 16, 2026
PubMed
概括

轻量级大语言模型 (LLM) 显示出临床信息提取的前景. gpt-oss-20B模型的性能与cTAKES相比,为分析排放总结提供了一个高效的开源替代方案.

关键词:
临床信息学 临床信息学提取信息 提取信息大型语言模型.自然语言处理自然语言处理.烟草吸烟状态 烟草吸烟状态

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