Bioinformatics lab

Analysis of biological data (NGS, microarray, MS, PCR)
and biostatistics

• Evaluation of the role of microRNA in the pathogenesis and diagnosis of endometriosis
• SinglecellS: web service for the analysis of the results of RNAseq single cell
• VolcanoR: web-service for analysis of the results of differential expression of genes
• Development of a software package for typing the genes of the HLA and KIR

Development of scalable software complexes and databases

• System for supporting and automating the process of non-invasive DNA screening
• Databases for medical and scientific research
• Various plugins for data processing for ION Torrent Suite

Models of complex biological systems and intracellular processes, analysis of biological and medical data

• Modeling of degradation process of biopolymer scaffolds
• Development of a dynamic model of microbiota structure using methods of graph theory
• Mathematical model of drug desorption in bioresorbable materials for targeted drug delivery
• A model of hydrolysis of aliphatic polyesters in biological media under diffusive limitation of water

Construction, training and implementation of the technology of neural networks, deep learning and methods of computer vision

• Neural network for the classification of pathologies by mass spectrometry analysis
• Visual patterns recognition, computer vision and tracking of objects by video on the example of detecting the direction of the newborn's view and analysis of their visual activity
• Hidden motions detection by the example of analysis of sucking activity of prematurity by video