Polina Mamoshina

Deep Learning Applications for Predicting Pharmacological Properties of Drugs and Drug Repurposing Using Transcriptomic Data

Alexander Aliper, Sergey Plis, Artem V. Artemov et al. · Molecular Pharmaceutics · 2016 · 605 citations · Full text

Life Sciences, Bioinformatics, Pharmacology +12

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 · 472 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Deep biomarkers of human aging: Application of deep neural networks to biomarker development

Evgeny Putin, Polina Mamoshina, Alexander Aliper et al. · Aging · 2016 · 378 citations · Full text

Education, Biomedical Sciences, Neuroscience +14

The cornucopia of meaningful leads: Applying deep adversarial autoencoders for new molecule development in oncology

Artur Kadurin, Alexander Aliper, Andrey Kazennov et al. · Oncotarget · 2016 · 366 citations · Full text

Pharmacy, Medicinal Chemistry, Oncology +13

Entangled Conditional Adversarial Autoencoder for de Novo Drug Discovery

Daniil Polykovskiy, Alexander Zhebrak, Dmitry Vetrov et al. · Molecular Pharmaceutics · 2018 · 283 citations · Full text

Pharmacy, Medicinal Chemistry, Pharmacology +9