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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Classification of nervous system withdrawn and approved drugs with ToxPrint features via machine learning strategies.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 28325450
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...
Algorithms Area Under Curve Benzene Carbon Computer Simulation Data Mining Drug Approval Drug Monitoring Ethylamines False Positive Reactions Humans Linear Models Nervous System Patient Safety Pattern Recognition, Automated Pharmaceutical Preparations Product Surveillance, Postmarketing Risk Safety-Based Drug Withdrawals Sensitivity and Specificity Support Vector Machine Toluene
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