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Advancing Drug Discovery via Artificial Intelligence

Trends in Pharmacological Sciences · 2019 · Vol. 40(8) · pp. 592–604
H. C. Stephen ChanHanbin ShanThamani DahounHorst VogelShuguang Yuan
Computational Drug Discovery MethodsGenetics, Bioinformatics, and Biomedical ResearchCell Image Analysis TechniquesDrug discoveryCognitive sciencePsychologyArtificial intelligenceData scienceComputer scienceBioinformaticsBiology

MeSH terms

AnimalsArtificial IntelligencePharmaceutical PreparationsHumansPharmacologyQuantitative Structure-Activity RelationshipDrug DiscoveryTranslational Research, Biomedical
Citations
624
FWCI
44.53
field-weighted impact
References
116
Percentile
100%
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Citations per year
References
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Choice Reviews Online · 1995 · 22,209 citations
Neural‐Symbolic Machine Learning for Retrosynthesis and Reaction Prediction
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MoleculeNet: a benchmark for molecular machine learning
Chemical Science · 2017 · 2,817 citations
Deep reinforcement learning for de novo drug design
Science Advances · 2018 · 1,110 citations
Deep learning
Nature · 2015 · 79,164 citations
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