Anastasia A. Funkner

According to our database, Anastasia A. Funkner authored at least 20 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

RuMedSpellchecker: A new approach for advanced spelling error correction in Russian electronic health records.

Dmitrii Pogrebnoi, Anastasia A. Funkner, Sergey V. Kovalchuk

J. Comput. Sci., 2024

2023

RuMedSpellchecker: Correcting Spelling Errors for Natural Russian Language in Electronic Health Records Using Machine Learning Techniques.

Dmitrii Pogrebnoi, Anastasia A. Funkner, Sergey V. Kovalchuk

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: Application to evolutionary modeling of clinical pathways.

Anastasia A. Funkner, Aleksey N. Yakovlev, Sergey V. Kovalchuk

J. Comput. Sci., 2022

2021

Citywide quality of health information system through text mining of electronic health records.

Anastasia A. Funkner, Michil P. Egorov, Sergey A. Fokin, Gennady M. Orlov, Sergey V. Kovalchuk

Appl. Netw. Sci., 2021

An Unsupervised Approach to Structuring and Analyzing Repetitive Semantic Structures in Free Text of Electronic Medical Records.

Varvara Koshman, Anastasia A. Funkner, Sergey V. Kovalchuk

Proceedings of the pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2021

Automatic Extraction and Decryption of Abbreviations from Domain-Specific Texts.

Michil P. Egorov, Anastasia A. Funkner

Proceedings of the pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2021

Extraction of Temporal Structures for Clinical Events in Unlabeled Free-Text Electronic Health Records in Russian.

Anastasia A. Funkner, Dmitrii A. Zhurman, Sergey V. Kovalchuk

Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021

2020

Surrogate-assisted performance tuning of knowledge discovery algorithms: application to clinical pathway evolutionary modeling.

Anastasia A. Funkner, Aleksey N. Yakovlev, Sergey V. Kovalchuk

CoRR, 2020

Negation Detection for Clinical Text Mining in Russian.

Anastasia A. Funkner, Ksenia Balabaeva, Sergey V. Kovalchuk

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Automated Spelling Correction for Clinical Text Mining in Russian.

Ksenia Balabaeva, Anastasia A. Funkner, Sergey V. Kovalchuk

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations.

Sergey V. Kovalchuk, Anastasia A. Funkner, Ksenia Y. Balabaeva, Ilya V. Derevitskii, Vladimir V. Fonin, Nikita V. Bukhanov

Proceedings of the Computational Science - ICCS 2020, 2020

Time Expressions Identification Without Human-Labeled Corpus for Clinical Text Mining in Russian.

Anastasia A. Funkner, Sergey V. Kovalchuk

Proceedings of the Computational Science - ICCS 2020, 2020

2019

Personalized Assistance for Patients with Chronic Diseases Through Multi-Level Distributed Healthcare Process Assessment.

Liubov Elkhovskaya, Maxim Kabyshev, Anastasia A. Funkner, Marina Balakhontceva, Vladimir Fonin, Sergey V. Kovalchuk

Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019

Graph-Based Predictive Modelling of Chronic Disease Development: Type 2 DM Case Study.

Ilya V. Derevitskii, Anastasia A. Funkner, Oleg G. Metsker, Sergey V. Kovalchuk

Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019

2018

Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification.

Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev

J. Biomed. Informatics, 2018

A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification.

Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina

Complex., 2018

Forecasting Purchase Categories with Transition Graphs Using Financial and Social Data.

Danila A. Vaganov, Anastasia A. Funkner, Sergey V. Kovalchuk, Valentina Y. Guleva, Klavdiya Bochenina

Proceedings of the Social Informatics, 2018

Towards management of complex modeling through a hybrid evolutionary identification.

Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Holistic Modeling of Chronic Diseases for Recommendation Elaboration and Decision Making.

Marina A. Balakhontceva, Anastasia A. Funkner, Anna A. Semakova, Oleg G. Metsker, Nadezhda E. Zvartau, Alexey N. Yakovlev, Anna E. Lutsenko, Sergey V. Kovalchuk

Proceedings of the CENTERIS 2018 - International Conference on ENTERprise Information Systems / ProjMAN 2018 - International Conference on Project MANagement / HCist 2018, 2018

2017

Simulation of Patients Flow in Multiple Healthcare Units using Process and Data Mining Techniques for Model Identification.

Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev

CoRR, 2017