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Updated: Jan 11, 2026

Comparison of Predictive Performance of Three Lymph Node Staging Systems in Colorectal Signet Ring Cell Carcinoma Based on Machine Learning Model
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Comparison of Predictive Performance of Three Lymph Node Staging Systems in Colorectal Signet Ring Cell Carcinoma Based on Machine Learning Model

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利用大型语言模型和机器学习来分析强大的癌症群众融资预测的成功:定量研究

Runa Bhaumik1, Abhishikta Roy1, Vineet Srivastava1

  • 1Department of Psychiatry, College of Medicine, University of Illinois Chicago, 1601 West Taylor Street, Chicago, IL, 60612, United States, 1 7085672467.

JMIR AI
|November 19, 2025
PubMed
概括

像GPT-4o这样的大型语言模型 (LLM) 通过从竞选叙述中提取关键的心理社会和临床因素来增强医疗众筹成功预测. 渐变增强模型有效地识别了诸如同理心和清晰沟通等有影响力的因素,以改善患者支持.

关键词:
癌症众筹是众筹.卫生政策 卫生政策大型语言模型.语言特征 语言特征机器学习是机器学习.健康的社会决定因素

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