3 papers
eess.IV2023
Benefits of mirror weight symmetry for 3D mesh segmentation in biomedical applications
Vladislav Dordiuk, Maksim Dzhigil, Konstantin Ushenin
3D mesh segmentation is an important task with many biomedical applications. The human body has bilateral symmetry and some variations in organ positions. It allows us to expect a…
q-bio.TO2022
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…
cs.CL2022
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…