Alexander Zhebrak

Deep learning enables rapid identification of potent DDR1 kinase inhibitors

Alex Zhavoronkov, Yan A. Ivanenkov, Alex Aliper et al. · Nature Biotechnology · 2019 · 1.4K citations

Drug Target, Engineering, De Novo Drug Design +10

Converging blockchain and next-generation artificial intelligence technologies to decentralize and accelerate biomedical research and healthcare

Polina Mamoshina, Lucy O. Ojomoko, Yury Yanovich et al. · Oncotarget · 2017 · 462 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

3D Molecular Representations Based on the Wave Transform for Convolutional Neural Networks

Denis Kuzminykh, Daniil Polykovskiy, Artur Kadurin et al. · Molecular Pharmaceutics · 2018 · 115 citations

Geometric Learning, Convolutional Neural Network, Engineering +21

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

Daniil Polykovskiy, Alexander Zhebrak, Benjamín Sánchez-Lengeling et al. · Frontiers in Pharmacology · 2020 · 84 citations · Full text

Molecular Generation for Desired Transcriptome Changes With Adversarial Autoencoders

Rim Shayakhmetov, Maksim Kuznetsov, Alexander Zhebrak et al. · Frontiers in Pharmacology · 2020 · 41 citations · Full text