Polina Mamoshina
Publications by Year
Research Areas
Computational Drug Discovery Methods, Genetics, Aging, and Longevity in Model Organisms, Health, Environment, Cognitive Aging, Cardiac electrophysiology and arrhythmias, Nutritional Studies and Diet
Most-Cited Works
- → Applications of Deep Learning in Biomedicine(2016)706 cited
- → Deep Learning Applications for Predicting Pharmacological Properties of Drugs and Drug Repurposing Using Transcriptomic Data(2016)591 cited
- → Converging blockchain and next-generation artificial intelligence technologies to decentralize and accelerate biomedical research and healthcare(2017)465 cited
- → Deep biomarkers of human aging: Application of deep neural networks to biomarker development(2016)374 cited
- → The cornucopia of meaningful leads: Applying deep adversarial autoencoders for new molecule development in oncology(2016)362 cited
- → Entangled Conditional Adversarial Autoencoder for de Novo Drug Discovery(2018)280 cited
- → Artificial intelligence for aging and longevity research: Recent advances and perspectives(2018)225 cited
- → Human Gut Microbiome Aging Clock Based on Taxonomic Profiling and Deep Learning(2020)219 cited
- → Machine Learning on Human Muscle Transcriptomic Data for Biomarker Discovery and Tissue-Specific Drug Target Identification(2018)216 cited
- → Biohorology and biomarkers of aging: Current state-of-the-art, challenges and opportunities(2020)193 cited