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 · 587 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

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

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

Evgeny Putin, Polina Mamoshina, Alexander Aliper et al. · Aging · 2016 · 369 citations · Full text

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 · 361 citations · Full text

Engineering, Machine Learning, Autoencoders +20

Entangled Conditional Adversarial Autoencoder for de Novo Drug Discovery

Daniil Polykovskiy, Alexander Zhebrak, Dmitry Vetrov et al. · Molecular Pharmaceutics · 2018 · 278 citations

Engineering, Machine Learning, Autoencoders +16