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用大型语言模型组合和非结构化医疗笔记来预测精神障碍的ICU患者的死亡率

Waleed Nazih1, Tamer Abuhmed2, Meshal Alharbi1

  • 1Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj, Saudi Arabia.

PloS one
|September 19, 2025
PubMed
概括

这项研究开发了一种使用多种语言模型预测重症监护室 (ICU) 死亡风险的集合模型. 该方法有效地整合了非结构化的临床笔记,改善了患者的结果预测.

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相关概念视频

Classification of Illness01:17

Classification of Illness

The meaning of illness is individualized to each person who experiences an alteration in health. In contrast, disease is a medical term indicating a pathological change in the structure and function of the body or mind. It is a condition that has specific symptoms and boundaries.
An illness is a response to a disease in which the person's level of functioning is changed compared with a previous level. The general classification of illness includes acute and chronic.
Acute illness is severe...
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