Safety-Based Drug Withdrawals

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Classification of nervous system withdrawn and approved drugs with ToxPrint features via machine learning strategies.

Computer methods and programs in biomedicine Feb 9, 2017
BACKGROUND AND OBJECTIVES: Early-phase virtual screening of candidate drug molecules plays a key role in pharmaceutical industry from data mining and machine learning to prevent adverse effects of the drugs. Computational classification methods can d...
Humans Algorithms Patient Safety Computer Simulation Sensitivity and Specificity Benzene Support Vector Machine Carbon Area Under Curve Drug Monitoring Pharmaceutical Preparations Data Mining Toluene Linear Models Pattern Recognition, Automated False Positive Reactions Drug Approval Risk Product Surveillance, Postmarketing Nervous System Ethylamines Safety-Based Drug Withdrawals
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