Polina Mamoshina
Polina Mamoshina
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Applications of deep learning in biomedicine
P Mamoshina, A Vieira, E Putin, A Zhavoronkov
Molecular pharmaceutics 13 (5), 1445-1454, 2016
Deep learning applications for predicting pharmacological properties of drugs and drug repurposing using transcriptomic data
A Aliper, S Plis, A Artemov, A Ulloa, P Mamoshina, A Zhavoronkov
Molecular pharmaceutics 13 (7), 2524-2530, 2016
Converging blockchain and next-generation artificial intelligence technologies to decentralize and accelerate biomedical research and healthcare
P Mamoshina, L Ojomoko, Y Yanovich, A Ostrovski, A Botezatu, ...
Oncotarget 9 (5), 5665, 2018
The cornucopia of meaningful leads: Applying deep adversarial autoencoders for new molecule development in oncology
A Kadurin, A Aliper, A Kazennov, P Mamoshina, Q Vanhaelen, ...
Oncotarget 8 (7), 10883, 2017
Deep biomarkers of human aging: application of deep neural networks to biomarker development
E Putin, P Mamoshina, A Aliper, M Korzinkin, A Moskalev, A Kolosov, ...
Aging (Albany NY) 8 (5), 1021, 2016
Entangled conditional adversarial autoencoder for de novo drug discovery
D Polykovskiy, A Zhebrak, D Vetrov, Y Ivanenkov, V Aladinskiy, ...
Molecular pharmaceutics 15 (10), 4398-4405, 2018
Machine learning on human muscle transcriptomic data for biomarker discovery and tissue-specific drug target identification
P Mamoshina, M Volosnikova, IV Ozerov, E Putin, E Skibina, F Cortese, ...
Frontiers in genetics 9, 242, 2018
Population specific biomarkers of human aging: a big data study using South Korean, Canadian, and Eastern European patient populations
P Mamoshina, K Kochetov, E Putin, F Cortese, A Aliper, WS Lee, SM Ahn, ...
The Journals of Gerontology: Series A 73 (11), 1482-1490, 2018
Artificial intelligence for aging and longevity research: Recent advances and perspectives
A Zhavoronkov, P Mamoshina, Q Vanhaelen, M Scheibye-Knudsen, ...
Ageing research reviews 49, 49-66, 2019
Design of efficient computational workflows for in silico drug repurposing
Q Vanhaelen, P Mamoshina, AM Aliper, A Artemov, K Lezhnina, I Ozerov, ...
Drug Discovery Today 22 (2), 210-222, 2017
Geroprotectors. org: a new, structured and curated database of current therapeutic interventions in aging and age-related disease
A Moskalev, E Chernyagina, JP de Magalhães, D Barardo, H Thoppil, ...
Aging (Albany NY) 7 (9), 616, 2015
Biohorology and biomarkers of aging: Current state-of-the-art, challenges and opportunities
F Galkin, P Mamoshina, A Aliper, JP de Magalhães, VN Gladyshev, ...
Ageing research reviews 60, 101050, 2020
Human gut microbiome aging clock based on taxonomic profiling and deep learning
F Galkin, P Mamoshina, A Aliper, E Putin, V Moskalev, VN Gladyshev, ...
Iscience 23 (6), 2020
Vive la radiorésistance!: converging research in radiobiology and biogerontology to enhance human radioresistance for deep space exploration and colonization
F Cortese, D Klokov, A Osipov, J Stefaniak, A Moskalev, J Schastnaya, ...
Oncotarget 9 (18), 14692, 2018
Blood biochemistry analysis to detect smoking status and quantify accelerated aging in smokers
P Mamoshina, K Kochetov, F Cortese, A Kovalchuk, A Aliper, E Putin, ...
Scientific reports 9 (1), 142, 2019
DeepMAge: a methylation aging clock developed with deep learning
F Galkin, P Mamoshina, K Kochetov, D Sidorenko, A Zhavoronkov
Aging and disease 12 (5), 1252, 2021
Deep aging clocks: the emergence of AI-based biomarkers of aging and longevity
A Zhavoronkov, P Mamoshina
Trends in Pharmacological Sciences 40 (8), 546-549, 2019
In search for geroprotectors: in silico screening and in vitro validation of signalome-level mimetics of young healthy state
A Aliper, AV Belikov, A Garazha, L Jellen, A Artemov, M Suntsova, ...
Aging (Albany NY) 8 (9), 2127, 2016
Toward a broader view of mechanisms of drug cardiotoxicity
P Mamoshina, B Rodriguez, A Bueno-Orovio
Cell Reports Medicine 2 (3), 2021
ARDD 2020: from aging mechanisms to interventions
GV Mkrtchyan, K Abdelmohsen, P Andreux, I Bagdonaite, N Barzilai, ...
Aging (Albany NY) 12 (24), 24484, 2020
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