Applications of Deep Learning in Biomedicine
Mamoshina, Polina, Vieira, Armando, Putin, Evgeny, Zhavoronkov, Alex
Published in Molecular pharmaceutics (02.05.2016)
Published in Molecular pharmaceutics (02.05.2016)
Get full text
Journal Article
Deep Learning Applications for Predicting Pharmacological Properties of Drugs and Drug Repurposing Using Transcriptomic Data
Aliper, Alexander, Plis, Sergey, Artemov, Artem, Ulloa, Alvaro, Mamoshina, Polina, Zhavoronkov, Alex
Published in Molecular pharmaceutics (05.07.2016)
Published in Molecular pharmaceutics (05.07.2016)
Get full text
Journal Article
The cornucopia of meaningful leads: Applying deep adversarial autoencoders for new molecule development in oncology
Kadurin, Artur, Aliper, Alexander, Kazennov, Andrey, Mamoshina, Polina, Vanhaelen, Quentin, Khrabrov, Kuzma, Zhavoronkov, Alex
Published in Oncotarget (14.02.2017)
Published in Oncotarget (14.02.2017)
Get full text
Journal Article
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
Polykovskiy, Daniil, Zhebrak, Alexander, Sanchez-Lengeling, Benjamin, Golovanov, Sergey, Tatanov, Oktai, Belyaev, Stanislav, Kurbanov, Rauf, Artamonov, Aleksey, Aladinskiy, Vladimir, Veselov, Mark, Kadurin, Artur, Johansson, Simon, Chen, Hongming, Nikolenko, Sergey, Aspuru-Guzik, Alán, Zhavoronkov, Alex
Published in Frontiers in pharmacology (18.12.2020)
Published in Frontiers in pharmacology (18.12.2020)
Get full text
Journal Article
Deep biomarkers of human aging: Application of deep neural networks to biomarker development
Putin, Evgeny, Mamoshina, Polina, Aliper, Alexander, Korzinkin, Mikhail, Moskalev, Alexey, Kolosov, Alexey, Ostrovskiy, Alexander, Cantor, Charles, Vijg, Jan, Zhavoronkov, Alex
Published in Aging (Albany, NY.) (18.05.2016)
Published in Aging (Albany, NY.) (18.05.2016)
Get full text
Journal Article
Design of efficient computational workflows for in silico drug repurposing
Vanhaelen, Quentin, Mamoshina, Polina, Aliper, Alexander M., Artemov, Artem, Lezhnina, Ksenia, Ozerov, Ivan, Labat, Ivan, Zhavoronkov, Alex
Published in Drug discovery today (01.02.2017)
Published in Drug discovery today (01.02.2017)
Get full text
Journal Article
Bifunctional immune checkpoint-targeted antibody-ligand traps that simultaneously disable TGFβ enhance the efficacy of cancer immunotherapy
Ravi, Rajani, Noonan, Kimberly A., Pham, Vui, Bedi, Rishi, Zhavoronkov, Alex, Ozerov, Ivan V., Makarev, Eugene, V. Artemov, Artem, Wysocki, Piotr T., Mehra, Ranee, Nimmagadda, Sridhar, Marchionni, Luigi, Sidransky, David, Borrello, Ivan M., Izumchenko, Evgeny, Bedi, Atul
Published in Nature communications (21.02.2018)
Published in Nature communications (21.02.2018)
Get full text
Journal Article
Biomarkers of aging for the identification and evaluation of longevity interventions
Moqri, Mahdi, Herzog, Chiara, Poganik, Jesse R., Justice, Jamie, Belsky, Daniel W., Higgins-Chen, Albert, Moskalev, Alexey, Fuellen, Georg, Cohen, Alan A., Bautmans, Ivan, Widschwendter, Martin, Ding, Jingzhong, Fleming, Alexander, Mannick, Joan, Han, Jing-Dong Jackie, Zhavoronkov, Alex, Barzilai, Nir, Kaeberlein, Matt, Cummings, Steven, Kennedy, Brian K., Ferrucci, Luigi, Horvath, Steve, Verdin, Eric, Maier, Andrea B., Snyder, Michael P., Sebastiano, Vittorio, Gladyshev, Vadim N.
Published in Cell (31.08.2023)
Published in Cell (31.08.2023)
Get full text
Journal Article
Machine Learning on Human Muscle Transcriptomic Data for Biomarker Discovery and Tissue-Specific Drug Target Identification
Mamoshina, Polina, Volosnikova, Marina, Ozerov, Ivan V, Putin, Evgeny, Skibina, Ekaterina, Cortese, Franco, Zhavoronkov, Alex
Published in Frontiers in genetics (12.07.2018)
Published in Frontiers in genetics (12.07.2018)
Get full text
Journal Article
AlphaFold accelerates artificial intelligence powered drug discovery: efficient discovery of a novel CDK20 small molecule inhibitor
Ren, Feng, Ding, Xiao, Zheng, Min, Korzinkin, Mikhail, Cai, Xin, Zhu, Wei, Mantsyzov, Alexey, Aliper, Alex, Aladinskiy, Vladimir, Cao, Zhongying, Kong, Shanshan, Long, Xi, Man Liu, Bonnie Hei, Liu, Yingtao, Naumov, Vladimir, Shneyderman, Anastasia, Ozerov, Ivan V, Wang, Ju, Pun, Frank W, Polykovskiy, Daniil A, Sun, Chong, Levitt, Michael, Aspuru-Guzik, Alán, Zhavoronkov, Alex
Published in Chemical science (Cambridge) (08.02.2023)
Published in Chemical science (Cambridge) (08.02.2023)
Get full text
Journal Article
Molecular aspects of development and regulation of endometriosis
Aznaurova, Yana B, Zhumataev, Marat B, Roberts, Tiffany K, Aliper, Alexander M, Zhavoronkov, Alex A
Published in Reproductive biology and endocrinology (13.06.2014)
Published in Reproductive biology and endocrinology (13.06.2014)
Get full text
Journal Article
Molecular functions of human endogenous retroviruses in health and disease
Suntsova, Maria, Garazha, Andrew, Ivanova, Alena, Kaminsky, Dmitry, Zhavoronkov, Alex, Buzdin, Anton
Published in Cellular and molecular life sciences : CMLS (01.10.2015)
Published in Cellular and molecular life sciences : CMLS (01.10.2015)
Get full text
Journal Article
Book Review
Artificial intelligence, drug repurposing and peer review
Levin, Jeremy M., Oprea, Tudor I., Davidovich, Sagie, Clozel, Thomas, Overington, John P., Vanhaelen, Quentin, Cantor, Charles R., Bischof, Evelyne, Zhavoronkov, Alex
Published in Nature biotechnology (01.10.2020)
Published in Nature biotechnology (01.10.2020)
Get full text
Journal Article
Developing criteria for evaluation of geroprotectors as a key stage toward translation to the clinic
Moskalev, Alexey, Chernyagina, Elizaveta, Tsvetkov, Vasily, Fedintsev, Alexander, Shaposhnikov, Mikhail, Krut'ko, Vyacheslav, Zhavoronkov, Alex, Kennedy, Brian K.
Published in Aging cell (01.06.2016)
Published in Aging cell (01.06.2016)
Get full text
Journal Article
Psychogenic Aging: A Novel Prospect to Integrate Psychobiological Hallmarks of Aging
Faria, Manuel, Ganz, Ariel, Galkin, Fedor, Zhavoronkov, Alex, Snyder, Michael
Published in Translational psychiatry (30.05.2024)
Published in Translational psychiatry (30.05.2024)
Get full text
Journal Article
Human Gut Microbiome Aging Clock Based on Taxonomic Profiling and Deep Learning
Galkin, Fedor, Mamoshina, Polina, Aliper, Alex, Putin, Evgeny, Moskalev, Vladimir, Gladyshev, Vadim N., Zhavoronkov, Alex
Published in iScience (26.06.2020)
Published in iScience (26.06.2020)
Get full text
Journal Article