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Evgeny Putin
Evgeny Putin
Insilico Medicine
在 itmo.ru 的电子邮件经过验证
标题
引用次数
引用次数
年份
Applications of deep learning in biomedicine
P Mamoshina, A Vieira, E Putin, A Zhavoronkov
Molecular pharmaceutics 13 (5), 1445-1454, 2016
7632016
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
3732016
Reinforced Adversarial Neural Computer for de Novo Molecular Design
E Putin, A Asadulaev, Y Ivanenkov, V Aladinskiy, B Sanchez-Lengeling, ...
Journal of chemical information and modeling 58 (6), 1194-1204, 2018
3642018
Adversarial Threshold Neural Computer for Molecular de Novo Design
E Putin, A Asadulaev, Q Vanhaelen, Y Ivanenkov, AV Aladinskaya, ...
Molecular pharmaceutics 15 (10), 4386-4397, 2018
2192018
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
1792018
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
1782018
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), 101199, 2020
1092020
Noise masking recurrent neural network for respiratory sound classification
K Kochetov, E Putin, M Balashov, A Filchenkov, A Shalyto
International Conference on Artificial Neural Networks, 208-217, 2018
932018
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), 1-10, 2019
872019
Human microbiome aging clocks based on deep learning and tandem of permutation feature importance and accumulated local effects
F Galkin, A Aliper, E Putin, I Kuznetsov, VN Gladyshev, A Zhavoronkov
BioRxiv, 507780, 2018
782018
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
642016
Use of deep neural network ensembles to identify embryonic-fetal transition markers: repression of COX7A1 in embryonic and cancer cells
MD West, I Labat, H Sternberg, D Larocca, I Nasonkin, KB Chapman, ...
Oncotarget 9 (8), 7796, 2018
432018
Pollen grain recognition using convolutional neural network.
N Khanzhina, E Putin, A Filchenkov, E Zamyatina
ESANN, 2018
402018
Identification of novel antibacterials using machine learning techniques
YA Ivanenkov, A Zhavoronkov, RS Yamidanov, IA Osterman, PV Sergiev, ...
Frontiers in pharmacology, 913, 2019
352019
A review of the biomedical innovations for healthy longevity
A Moskalev, V Anisimov, A Aliper, A Artemov, K Asadullah, D Belsky, ...
Aging (Albany NY) 9 (1), 7, 2017
332017
Integrated deep learned transcriptomic and structure-based predictor of clinical trials outcomes
AV Artemov, E Putin, Q Vanhaelen, A Aliper, IV Ozerov, A Zhavoronkov
BioRxiv, 095653, 2016
312016
Wheeze detection using convolutional neural networks
K Kochetov, E Putin, S Azizov, I Skorobogatov, A Filchenkov
EPIA Conference on Artificial Intelligence, 162-173, 2017
252017
Combating data incompetence in pollen images detection and classification for pollinosis prevention
N Khanzhina, A Filchenkov, N Minaeva, L Novoselova, M Petukhov, ...
Computers in biology and medicine 140, 105064, 2022
122022
Pollen recognition for allergy and asthma management using gist features
N Khanzhina, E Putin
International Conference on Digital Transformation and Global Society, 515-525, 2016
82016
COVIDomic: A multi-modal cloud-based platform for identification of risk factors associated with COVID-19 severity
V Naumov, E Putin, S Pushkov, E Kozlova, K Romantsov, A Kalashnikov, ...
PLoS computational biology 17 (7), e1009183, 2021
72021
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