14 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
3 papers · 1 filter
Computational anatomy atlas using multilayer perceptron with Lipschitz regularization
Konstantin Ushenin, Maksim Dzhigil, Vladislav Dordiuk
A computational anatomy atlas is a set of internal organ geometries. It is based on data of real patients and complemented with virtual cases by using a some numerical approach. At…
Statistical model for describing heart rate variability in normal rhythm and atrial fibrillation
Nikita Markov, Ilya Kotov, Konstantin Ushenin +1
Heart rate variability (HRV) indices describe properties of interbeat intervals in electrocardiogram (ECG). Usually HRV is measured exclusively in normal sinus rhythm (NSR) excludi…
Natural language processing for clusterization of genes according to their functions
Vladislav Dordiuk, Ekaterina Demicheva, Fernando Polanco Espino +1
There are hundreds of methods for analysis of data obtained in mRNA-sequencing. The most of them are focused on small number of genes. In this study, we propose an approach that re…