Valery Tkachenko

Online chemical modeling environment (OCHEM): web platform for data storage, model development and publishing of chemical information

Iurii Sushko, Sergii Novotarskyi, Robert Körner et al. · Journal of Computer-Aided Molecular Design · 2011 · 687 citations · Full text

Pharmacy, Chemistry, Computational Chemistry +16

Comparison of Deep Learning With Multiple Machine Learning Methods and Metrics Using Diverse Drug Discovery Data Sets

Alexandru Korotcov, Valery Tkachenko, Daniel P. Russo et al. · Molecular Pharmaceutics · 2017 · 360 citations

Pharmacy, Medicinal Chemistry, Pharmacology +16

Open-source QSAR models for pKa prediction using multiple machine learning approaches

Kamel Mansouri, Neal F. Cariello, Alexandru Korotcov et al. · Journal of Cheminformatics · 2019 · 185 citations · Full text

Pharmacy, Chemistry, Pharmacology +17

Identification of “Known Unknowns” Utilizing Accurate Mass Data and ChemSpider

James L. Little, Antony Williams, Alexey Pshenichnov et al. · Journal of the American Society for Mass Spectrometry · 2011 · 164 citations · Full text

Natural Sciences, Chemistry, Analytical Chemistry +15

CATMoS: Collaborative Acute Toxicity Modeling Suite

Kamel Mansouri, Agnes L. Karmaus, Jeremy Fitzpatrick et al. · Environmental Health Perspectives · 2021 · 141 citations · Full text

Pharmacy, Toxicology, Dose-response Modeling +10