Nikolay Russkikh

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 4

Top Topics

Microscope Images

Batch Processing

Database Integration

Convolutional Neural Networks

Top Venues

NeurIPS (Competition and Demos)

Publications

Christopher Lance, Malte D. Lücken, Daniel B. Burkhardt, Robrecht Cannoodt, Pia Rautenstrauch, Anna Laddach, Aidyn Ubingazhibov, Zhi-Jie Cao, Kaiwen Deng, Sumeer Khan, Qiao Liu, Nikolay Russkikh, Gleb Ryazantsev, Uwe Ohler, Angela Oliveira Pisco, Jonathan Bloom, Smita Krishnaswamy, Fabian J. Theis
Multimodal single cell data integration challenge: Results and lessons learned. NeurIPS (Competition and Demos) (2021)
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)