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Updated: Feb 19, 2026

High-throughput and Comprehensive Drug Surveillance Using Multisegment Injection-Capillary Electrophoresis-Mass Spectrometry
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确定"灰色地带":开发可扩展的方法来检测长期治疗阿片类药物治疗疼痛的退伍军人的阿片类药物滥用

Colin Macleod1, Caroline Logue2, Kyle Kumbier2

  • 1Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.

Drug and alcohol dependence
|February 17, 2026
PubMed
概括

识别患有阿片类药物滥用高风险的患者,但不是阿片类药物使用障碍 (OUD),是具有挑战性的. 机器学习模型有效地使用电子健康记录识别这些"灰色区域"患者,改善临床干预.

关键词:
滥用阿片类药物的滥用疼痛 疼痛 疼痛 疼痛处方阿片类药物可以使用.风险识别 风险识别 风险识别退伍军人 退伍军人 退伍军人

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