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Updated: Jan 16, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment

Published on: January 11, 2020

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焦虑和抑郁症的严重程度分类使用通用焦虑障碍量表和患者健康问卷:国家跨部门研究应用分类和回归树模型

Andre Faro1, Julian Tejada1, Wael Al-Delaimy2

  • 1Departament of Psychology, Federal University of Sergipe, Aracaju, Brazil.

JMIR public health and surveillance
|September 30, 2025
PubMed
概括

分类和回归树 (CART) 模型创建了简洁的规则来选焦虑和抑郁症严重程度,使用的项目比标准尺度更少. 这些优化的规则提供了高效,准确的心理健康评估,特别是在资源较少的环境中.

关键词:
焦虑是一种焦虑.决策树模型 决策树模型抑郁 抑郁症 抑郁症 抑郁症 抑郁症机器学习是机器学习.公共心理健康 公共心理健康

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