Medical concept normalization in clinical trials with drug and disease representation learning

por Miftahutdinov, Zulfat, Kadurin, Artur, Kudrin, Roman, Tutubalina, Elena
Publicado 2021

The cornucopia of meaningful leads: Applying deep adversarial autoencoders for new molecule development in oncology

por Kadurin, Artur, Aliper, Alexander, Kazennov, Andrey, Mamoshina, Polina, Vanhaelen, Quentin, Khrabrov, Kuzma, Zhavoronkov, Alex
Publicado 2016

Molecular Generation for Desired Transcriptome Changes With Adversarial Autoencoders

por Shayakhmetov, Rim, Kuznetsov, Maksim, Zhebrak, Alexander, Kadurin, Artur, Nikolenko, Sergey, Aliper, Alexander, Polykovskiy, Daniil
Publicado 2020

Addendum: Molecular Generation for Desired Transcriptome Changes With Adversarial Autoencoders

por Shayakhmetov, Rim, Kuznetsov, Maksim, Zhebrak, Alexander, Kadurin, Artur, Nikolenko, Sergey, Aliper, Alexander, Polykovskiy, Daniil
Publicado 2020

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

por 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
Publicado 2020