| Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification SV Kovalchuk, AA Funkner, OG Metsker, AN Yakovlev Journal of biomedical informatics 82, 128-142, 2018 | 99 | 2018 |
| Data-driven modeling of clinical pathways using electronic health records AA Funkner, AN Yakovlev, SV Kovalchuk Procedia computer science 121, 835-842, 2017 | 39 | 2017 |
| Towards evolutionary discovery of typical clinical pathways in electronic health records AA Funkner, AN Yakovlev, SV Kovalchuk Procedia computer science 119, 234-244, 2017 | 28 | 2017 |
| Pattern-based mining in electronic health records for complex clinical process analysis O Metsker, E Bolgova, A Yakovlev, A Funkner, S Kovalchuk Procedia computer science 119, 197-206, 2017 | 24 | 2017 |
| A conceptual approach to complex model management with generalized modelling patterns and evolutionary identification SV Kovalchuk, OG Metsker, AA Funkner, IO Kisliakovskii, NO Nikitin, ... Complexity 2018, 2018 | 18 | 2018 |
| Automated Spelling Correction for Clinical Text Mining in Russian K Balabaeva, A Funkner, S Kovalchuk Medical Informatics Europe 2020 270, 43—47, 2020 | 13 | 2020 |
| Forecasting purchase categories with transition graphs using financial and social data D Vaganov, A Funkner, S Kovalchuk, V Guleva, K Bochenina Social Informatics: 10th International Conference, SocInfo 2018, St …, 2018 | 13 | 2018 |
| An unsupervised approach to structuring and analyzing repetitive semantic structures in free text of electronic medical records V Koshman, A Funkner, S Kovalchuk Journal of Personalized Medicine 12 (1), 25, 2022 | 8 | 2022 |
| Citywide quality of health information system through text mining of electronic health records AA Funkner, MP Egorov, SA Fokin, GM Orlov, SV Kovalchuk Applied Network Science 6 (1), 53, 2021 | 8 | 2021 |
| Holistic modeling of chronic diseases for recommendation elaboration and decision making MA Balakhontceva, AA Funkner, AA Semakova, OG Metsker, NE Zvartau, ... Procedia computer science 138, 228-237, 2018 | 8 | 2018 |
| Negation Detection for Clinical Text Mining in Russian A Funkner, K Balabaeva, S Kovalchuk Medical Informatics Europe 2020 270, 342—346, 2020 | 7 | 2020 |
| Graph-Based Predictive Modelling of Chronic Disease Development: Type 2 DM Case Study. IV Derevitskii, AA Funkner, OG Metsker, SV Kovalchuk pHealth, 150-155, 2019 | 6 | 2019 |
| Time expressions identification without human-labeled corpus for clinical text mining in russian AA Funkner, SV Kovalchuk Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020 | 5 | 2020 |
| Personalized Assistance for Patients with Chronic Diseases Through Multi-Level Distributed Healthcare Process Assessment. L Elkhovskaya, M Kabyshev, AA Funkner, M Balakhontceva, V Fonin, ... pHealth 261, 309-312, 2019 | 5 | 2019 |
| Preoperational Time Prediction for Percutaneous Coronary Intervention Using Machine Learning Techniques A Funkner, S Kovalchuk, K Bochenina Procedia Computer Science 101, 172-176, 2016 | 4 | 2016 |
| Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: Application to evolutionary modeling of clinical pathways AA Funkner, AN Yakovlev, SV Kovalchuk Journal of Computational Science 59, 101562, 2022 | 3 | 2022 |
| Geographical topic modelling on spatial social network data AA Funkner, LO Elkhovskaya, ID Lenivtceva, MP Egorov, AD Kshenin, ... Procedia Computer Science 193, 22-31, 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 |
| Motif identification in vital signs of chronic patients AA Funkner, NE Zvartau, SV Kovalchuk Procedia Computer Science 156, 105-113, 2019 | 3 | 2019 |
| Extraction of temporal structures for clinical events in unlabeled free-text electronic health records in russian AA Funkner, DA Zhurman, SV Kovalchuk Applying the FAIR Principles to Accelerate Health Research in Europe in the …, 2021 | 2 | 2021 |
Sergey KovalchukITMO UniversityVerified email at itmo.ru
