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ORCIDAnastasia A. Funkner
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Journal Articles
- 2024
[j5]Dmitrii Pogrebnoi, Anastasia A. Funkner, Sergey V. Kovalchuk:
RuMedSpellchecker: A new approach for advanced spelling error correction in Russian electronic health records. J. Comput. Sci. 82: 102393 (2024)- 2022
- [j4]Anastasia A. Funkner, Aleksey N. Yakovlev, Sergey V. Kovalchuk:
Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: Application to evolutionary modeling of clinical pathways. J. Comput. Sci. 59: 101562 (2022) - 2021
- [j3]Anastasia A. Funkner
, Michil P. Egorov, Sergey A. Fokin, Gennady M. Orlov, Sergey V. Kovalchuk:
Citywide quality of health information system through text mining of electronic health records. Appl. Netw. Sci. 6(1): 53 (2021) - 2018
- [j2]Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina:
A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification. Complex. 2018: 5870987:1-5870987:15 (2018) - [j1]Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev:
Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification. J. Biomed. Informatics 82: 128-142 (2018)
Conference and Workshop Papers
- 2023
- [c13]Dmitrii Pogrebnoi, Anastasia A. Funkner, Sergey V. Kovalchuk:
RuMedSpellchecker: Correcting Spelling Errors for Natural Russian Language in Electronic Health Records Using Machine Learning Techniques. ICCS (3) 2023: 213-227 - 2021
- [c12]Anastasia A. Funkner, Dmitrii A. Zhurman, Sergey V. Kovalchuk:
Extraction of Temporal Structures for Clinical Events in Unlabeled Free-Text Electronic Health Records in Russian. EFMI-STC 2021: 55-56 - [c11]Varvara Koshman, Anastasia A. Funkner, Sergey V. Kovalchuk:
An Unsupervised Approach to Structuring and Analyzing Repetitive Semantic Structures in Free Text of Electronic Medical Records. pHealth 2021: 94-99 - [c10]Michil P. Egorov, Anastasia A. Funkner:
Automatic Extraction and Decryption of Abbreviations from Domain-Specific Texts. pHealth 2021: 281-284 - 2020
- [c9]Anastasia A. Funkner, Sergey V. Kovalchuk:
Time Expressions Identification Without Human-Labeled Corpus for Clinical Text Mining in Russian. ICCS (4) 2020: 591-602 - [c8]Sergey V. Kovalchuk, Anastasia A. Funkner, Ksenia Y. Balabaeva, Ilya V. Derevitskii, Vladimir V. Fonin, Nikita V. Bukhanov:
Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations. ICCS (1) 2020: 667-675 - [c7]Ksenia Balabaeva, Anastasia A. Funkner, Sergey V. Kovalchuk:
Automated Spelling Correction for Clinical Text Mining in Russian. MIE 2020: 43-47 - [c6]Anastasia A. Funkner, Ksenia Balabaeva, Sergey V. Kovalchuk:
Negation Detection for Clinical Text Mining in Russian. MIE 2020: 342-346 - 2019
- [c5]Ilya V. Derevitskii, Anastasia A. Funkner, Oleg G. Metsker, Sergey V. Kovalchuk:
Graph-Based Predictive Modelling of Chronic Disease Development: Type 2 DM Case Study. pHealth 2019: 150-155 - [c4]Liubov Elkhovskaya, Maxim Kabyshev, Anastasia A. Funkner, Marina Balakhontceva, Vladimir Fonin, Sergey V. Kovalchuk:
Personalized Assistance for Patients with Chronic Diseases Through Multi-Level Distributed Healthcare Process Assessment. pHealth 2019: 309-312 - 2018
- [c3]Marina A. Balakhontceva, Anastasia A. Funkner, Anna A. Semakova, Oleg G. Metsker, Nadezhda E. Zvartau, Alexey N. Yakovlev, Anna E. Lutsenko, Sergey V. Kovalchuk:
Holistic Modeling of Chronic Diseases for Recommendation Elaboration and Decision Making. CENTERIS/ProjMAN/HCist 2018: 228-237 - [c2]Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina:
Towards management of complex modeling through a hybrid evolutionary identification. GECCO (Companion) 2018: 255-256 - [c1]Danila A. Vaganov, Anastasia A. Funkner, Sergey V. Kovalchuk, Valentina Y. Guleva, Klavdiya Bochenina:
Forecasting Purchase Categories with Transition Graphs Using Financial and Social Data. SocInfo (1) 2018: 439-454
Informal and Other Publications
- 2020
- [i5]Anastasia A. Funkner, Aleksey N. Yakovlev, Sergey V. Kovalchuk:
Surrogate-assisted performance tuning of knowledge discovery algorithms: application to clinical pathway evolutionary modeling. CoRR abs/2004.01123 (2020) - [i4]Anastasia A. Funkner, Ksenia Balabaeva, Sergey V. Kovalchuk:
Negation Detection for Clinical Text Mining in Russian. CoRR abs/2004.04980 (2020) - [i3]Ksenia Balabaeva, Anastasia A. Funkner, Sergey V. Kovalchuk:
Automated Spelling Correction for Clinical Text Mining in Russian. CoRR abs/2004.04987 (2020) - 2018
- [i2]Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina:
A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification. CoRR abs/1809.04656 (2018) - 2017
- [i1]Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev:
Simulation of Patients Flow in Multiple Healthcare Units using Process and Data Mining Techniques for Model Identification. CoRR abs/1702.07733 (2017)
Coauthor Index
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