Baskin, Igor I.

QSAR Modeling: Where have you been? Where are you going to?

Cherkasov, A., Muratov, E. N., Fourches, D., Varnek, A., Baskin, I. I., Cronin, M., Dearden, J., Gramatica, P., Martin, Y. C., Todeschini, R., et al. (2014) · Journal of Medicinal Chemistry

Computational Drug Discovery MethodsAdvanced Chemical Physics Studies

Cited by 2,164

QSAR without borders

Muratov, E. N., Bajorath, J., Sheridan, R. P., Tetko, I. V., Filimonov, D., Poroikov, V., Oprea, T. I., Baskin, I. I., Varnek, A., Roitberg, A., et al. (2020) · Chemical Society Reviews

Computational Drug Discovery MethodsMachine Learning in Materials Science

Cited by 913

A renaissance of neural networks in drug discovery

Baskin, I. I., Winkler, D., & Tetko, I. V. (2016) · Expert Opinion on Drug Discovery

Computational Drug Discovery MethodsMachine Learning in Materials Science

Cited by 235

Inductive Transfer of Knowledge: Application of Multi-Task Learning and Feature Net Approaches to Model Tissue-Air Partition Coefficients

Varnek, A., Gaudin, C., Marcou, G., Baskin, I., Pandey, A. K., & Tetko, I. V. (2009) · Journal of Chemical Information and Modeling

Computational Drug Discovery MethodsMachine Learning in Materials Science

Cited by 86

Assessment of tautomer distribution using the condensed reaction graph approach

Gimadiev, T. R., Madzhidov, T. I., Nugmanov, R. I., Baskin, I. I., Antipin, I. S., & Varnek, A. (2018) · Journal of Computer-Aided Molecular Design

Computational Drug Discovery MethodsGraph theory and applications

Cited by 25