| Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability SV Kovalchuk, GD Kopanitsa, IV Derevitskii, GA Matveev, DA Savitskaya Journal of Biomedical Informatics 127, 104013, 2022 | 26 | 2022 |
| Analysis course of the disease of type 2 diabetes patients using Markov chains and clustering methods. IV Derevitskii, SV Kovalchuk Procedia Computer Science 156, 114-122, 2019 | 12 | 2019 |
| Machine Learning-Based Predictive Modeling of Complications of Chronic Diabetes. IV Derevitskii, SV Kovalchuk Procedia Computer Science 178, 274-283, 2020 | 10 | 2020 |
| Hybrid Bayesian network-based modeling: COVID-19-pneumonia case IV Derevitskii, ND Mramorov, SD Usoltsev, SV Kovalchuk Journal of Personalized Medicine 12 (8), 1325, 2022 | 6 | 2022 |
| Interrelations of components of metabolic syndrome with the level of the hormones involved in regulation of adipose tissue metabolism AY Babenko, GA Matveev, TI Alekseenko, IV Derevitskii, MA Kokina, ... " Arterial’naya Gipertenziya"(" Arterial Hypertension") 25 (6), 639-652, 2019 | 6 | 2019 |
| Graph-based predictive modelling of chronic disease development: type 2 DM case study I Derevitskii, A Funkner, O Metsker, S Kovalchuk pHealth 2019, 150-155, 2019 | 6 | 2019 |
| Prediction model for thyrotoxic atrial fibrillation: a retrospective study DA Ponomartseva, IV Derevitskii, SV Kovalchuk, AY Babenko BMC Endocrine Disorders 21, 1-14, 2021 | 5 | 2021 |
| Hybrid predictive modelling: Thyrotoxic atrial fibrillation case IV Derevitskii, DA Savitskaya, AY Babenko, SV Kovalchuk Journal of Computational Science 51, 101365, 2021 | 5 | 2021 |
| Application of Machine Learning Methods to Analyze Occurrence and Clinical Features of Ascending Aortic Dilatation in Patients with and without Bicuspid Aortic Valve O Irtyuga, G Kopanitsa, A Kostareva, O Metsker, V Uspensky, G Mikhail, ... Journal of Personalized Medicine 12 (5), 794, 2022 | 4 | 2022 |
| Hybrid genetic predictive modeling for finding optimal multipurpose multicomponent therapy VV Pavlovskii, IV Derevitskii, SV Kovalchuk Journal of Computational Science 63, 101772, 2022 | 3 | 2022 |
| Hybrid predictive modelling for finding optimal multipurpose multicomponent therapy VV Pavlovskii, IV Derevitskii, SV Kovalchuk International Conference on Computational Science, 479-493, 2021 | 3 | 2021 |
| Towards Modeling of Information Processing within Business-Processes of Service-Providing Organizations SV Kovalchuk, AA Funkner, KY Balabaeva, IV Derevitskii, VV Fonin, ... Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020 | 3 | 2020 |
| Predictive modeling for decision support in the tasks of selecting the drug for obesity treatment IV Zhukova, IV Derevitskii, GA Matveev, TI Golikova, AY Babenko Procedia Computer Science 193, 371-381, 2021 | 2 | 2021 |
| Predictive Modelling of Weight-Loss-Therapy Results for Patients with Obesity. IV Derevitskii, GA Matveev, EY Vasilieva, AY Babenko, AE Lutsenko Procedia Computer Science 178, 254-263, 2020 | 2 | 2020 |
| Machine learning-based factor analysis of carbohydrate metabolism compensation for TDM2 patients IV Derevitskii, SV Kovalchuk pHealth 2020, 123-128, 2020 | 2 | 2020 |
| The Atrial Fibrillation Risk Score for Hyperthyroidism Patients IV Derevitskii, DA Savitskaya, AY Babenko, SV Kovalchuk Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020 | 2 | 2020 |
| Probabilistic graphical models for finding optimal multipurpose multicomponent therapy VV Pavlovskii, IV Derevitskii, DA Savitskaya Procedia Computer Science 193, 382-392, 2021 | 1 | 2021 |
| Assessing acceptance level of a hybrid clinical decision support systems G Kopanitsa, IV Derevitskii, DA Savitskaya, SV Kovalchuk Applying the FAIR Principles to Accelerate Health Research in Europe in the …, 2021 | 1 | 2021 |
| Predictive Modeling of COVID and non-COVID Pneumonia Trajectories N Mramorov, I Derevitskii, S Kovalchuk pHealth 2021, 112-117, 2021 | 1 | 2021 |
| Development of a VTE Prediction Model Based on Automatically Selected Features in Glioma Patients S Leontev, M Simakova, V Lukinov, K Pishchulov, I Derevitskii, ... International Conference on Computational Science, 387-395, 2024 | | 2024 |
Sergey KovalchukITMO UniversityVerified email at itmo.ru