改进基于诊断的质量措施:机器学习的应用,用于在门诊患者中预测物质使用障碍

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Updated: May 21, 2025

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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Katherine J Hoggatt1,2, Alex H S Harris3,4, Corey J Hayes5,6,7

  • 1Center for Data to Discovery and Delivery Innovation (3DI), San Francisco VA Health Care System, San Francisco, California, USA katherine.hoggatt@va.gov.

BMJ open quality
|March 22, 2025
PubMed
概括

机器学习模型改善了电子健康记录中的物质使用障碍 (SUD) 检测,揭示了严重的不足诊断. 这些模型提高了设施质量评估,但强调了需要更好地直接查非酒精药物使用.

关键词:
改善医疗保健质量 改善医疗保健质量心理健康 心理健康绩效指标是指性能指标.测量质量的质量测量方法这些都是统计数据.

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