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Updated: Jun 6, 2025

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使用交互式机器学习方法在电子医疗记录中对有注射药物使用史的人进行表型化

Carol El-Hayek1,2,3, Thi Nguyen4, Margaret E Hellard4,5,6

  • 1Public Health, Burnet Institute, Melbourne, Australia. carol.el-hayek@burnet.edu.au.

NPJ digital medicine
|November 30, 2024
PubMed
概括

这项研究开发了一种新的方法来识别使用电子医疗记录注射毒品的人. 这种方法增强了疾病监测和血液传播病毒的公共卫生工作.

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Drug dependence, abuse, and addiction are complex phenomena that can precipitate various abnormal states. Physical dependence refers to a state of pharmacological adaptation to a drug. This adaptation often results in tolerance—a reduced response to the drug after repeated administrations. When the drug use is abruptly stopped, withdrawal symptoms occur due to the body's need to readjust from the pharmacologically induced imbalance. However, tolerance and withdrawal symptoms do not...
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