Dmitry Shtokalo

Publication Activity (10 Years)

Years Active: 2006-2020
Publications (10 Years): 3

Top Topics

Partial Volume Effects

Magnetic Resonance Images

Convolutional Neural Networks

Top Venues

Publications

Nikolay Russkikh, Denis V. Antonets, Dmitry Shtokalo, Alexander Makarov, Yuri Vyatkin, Alexey Zakharov, Evgeny Terentyev
Style transfer with variational autoencoders is a promising approach to RNA-Seq data harmonization and analysis. Bioinform. 36 (20) (2020)
Denis V. Antonets, Nikolay Russkikh, Antoine Sanchez, Victoria Kovalenko, Elvira Bairamova, Dmitry Shtokalo, Sergey Medvedev, Suren Zakian
CellCountCV - A Web-Application for Accurate Cell Counting and Automated Batch Processing of Microscopic Images Using Fully Convolutional Neural Networks. Sensors 20 (13) (2020)
Alexey Demyanchuk, Ekaterina Pushkina, Nikolay Russkikh, Dmitry Shtokalo, Sergey Mishinov
Hydrocephalus verification on brain magnetic resonance images with deep convolutional neural networks and "transfer learning" technique. CoRR (2019)
T. Waleev, Dmitry Shtokalo, Tatiana Konovalova, Nico Voss, Evgeny Cheremushkin, Philip Stegmaier, Olga V. Kel-Margoulis, Edgar Wingender, Alexander E. Kel
Composite Module Analyst: identification of transcription factor binding site combinations using genetic algorithm. Nucleic Acids Res. 34 (Web-Server-Issue) (2006)