Medical Technologies
Developing diagnostic and therapeutic solutions, from scientific idea and study design to a technology ready for practical use.
Research
Research Program
I create medical technologies, digital systems, and research models for diagnostics, therapy, and healthcare management
Digital Systems and Expert Algorithms
Creating platforms for collecting and standardizing biomedical data, interpreting results, detecting errors, and supporting clinical decisions.
Data Analysis and Artificial Intelligence
Developing statistical, predictive, and pharmacoeconomic models and applying machine learning to biomedical data analysis, forecasting, and decision support.
Clinical and Multicenter Research
Defining research questions, designing applied studies, building comparable datasets, and identifying patterns relevant to clinical practice.
Therapeutic Solutions and Protocols
Developing treatment algorithms, practical guidance, and local protocols based on research findings, diagnostic data, and evidence of effectiveness.
Evidence and Implementation
Testing the accuracy, reproducibility, and clinical value of the solutions created, refining them, and preparing them for use in laboratories and healthcare organizations.
Selected Publications
Predictive modelling of the dynamics of antimicrobial resistance: creation of a bank of renewable models based on machine learning
Frontiers in Pharmacology, 17:1715346.
DOI: 10.3389/fphar.2026.1715346 ↗An integrated monitoring system for antimicrobial consumption and resistance forecasting using dynamic models
Clinical Microbiology and Antimicrobial Chemotherapy, 27(3):330–341.
DOI: 10.36488/cmac.2025.3.330-341 ↗Comparative analysis of antimicrobial resistance monitoring methodologies at the local healthcare level
Clinical Microbiology and Antimicrobial Chemotherapy, 27(2):181–205.
DOI: 10.36488/cmac.2025.2.181-205 ↗A model for estimating economic loss attributable to incorrect microbiological diagnosis of antimicrobial resistance and irrational antimicrobial use
Clinical Microbiology and Antimicrobial Chemotherapy, 27(1):54–72.
DOI: 10.36488/cmac.2025.1.54-72 ↗Antimicrobial drug consumption in the Russian Federation (2008–2022): pharmacoepidemiological study
Clinical Microbiology and Antimicrobial Chemotherapy, 25(4):395–400.
DOI: 10.36488/cmac.2023.4.395-400 ↗Systemic analysis of the AST results in medical organizations of the Russian Federation
Clinical Microbiology and Antimicrobial Chemotherapy, 25(2):179–186.
DOI: 10.36488/cmac.2023.2.179-186 ↗AMRexpert – online platform for interpretation, verification and validation of antimicrobial susceptibility testing
Clinical Microbiology and Antimicrobial Chemotherapy, 25(1):68–76.
DOI: 10.36488/cmac.2023.1.68-76 ↗The Dynamics of Antimicrobial Resistance among Enterobacteriaceae Isolates in Russia: Results of the 2012–2018 INFORM and ATLAS International Program Studies
Antibiotics, 11(6):790.
DOI: 10.3390/antibiotics11060790 ↗Susceptibility of clinical Enterobacterales and Pseudomonas aeruginosa isolates to ceftazidime-avibactam in Russia: multicenter local laboratory data-based surveillance
Clinical Microbiology and Antimicrobial Chemotherapy, 23(3):264–278.
DOI: 10.36488/cmac.2021.3.264-278 ↗AMRmap: An Interactive Web Platform for Analysis of Antimicrobial Resistance Surveillance Data in Russia
Frontiers in Microbiology, 12:620002.
DOI: 10.3389/fmicb.2021.620002 ↗100+ research publications, educational resources, and professional guidelines · 17 patents and other intellectual property assets
Books and Practical Guides
2026 · 744 pages
Data Science and Artificial Intelligence in Medicine
A practical guide to the complete biomedical data workflow, from study design and data preparation to statistical analysis, visualization, and machine learning.
Book website ↗
2025 · 248 pages
The Antibiogram
The first practical guide to producing, reading, and interpreting an antibiogram, from susceptibility testing methods to treatment selection and digital validation of results.
Book website ↗
2021 · 160 pages
Antimicrobial Resistance Surveillance with the AMRcloud Platform
A practical guide to establishing local surveillance and analyzing, visualizing, and sharing antimicrobial resistance data.
Read the guide ↗Research Profiles
Research identifiers and complete publication lists in international and Russian scholarly databases.