药物警戒中的药物不良反应机器学习。
Machine learning on adverse drug reactions for pharmacovigilance.
机构信息
College of Science, Health and Engineering, La Trobe University, Melbourne, Australia.
College of Science, Health and Engineering, La Trobe University, Melbourne, Australia.
出版信息
Drug Discov Today. 2019 Jul;24(7):1332-1343. doi: 10.1016/j.drudis.2019.03.003. Epub 2019 Mar 12.
PMID:30876845
Abstract
Machine learning, especially deep learning, has the predictive power to predict adverse drug reactions, repurpose drugs and perform precision medicine. We provide a background of machine learning and propose a potential high-performance deep learning framework for its successful applications in these practices.
摘要
机器学习，特别是深度学习，具有预测不良反应、重新利用药物和进行精准医学的预测能力。我们提供了机器学习的背景，并提出了一个潜在的高性能深度学习框架，以成功应用于这些实践。
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