Get started
Author

Anastasia A. Funkner

Observed names: A. Funkner, Anastasia Funkner, Funkner Anastasia, Funkner, Anastasia
Institution: ITMO University
ORCID: 0000-0002-4596-6293
Observed ORCID: 0000-0002-4596-6293
OpenAlex ID: A5021375814
Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification
2018 · Sergey V. Kovalchuk, Anastasia A. Funkner, et al. · Journal of Biomedical Informatics · 113
PDF
Data-driven modeling of clinical pathways using electronic health records
2017 · Anastasia A. Funkner, Aleksey N. Yakovlev, et al. · Procedia Computer Science · 33
PDF
Pattern-based Mining in Electronic Health Records for Complex Clinical Process Analysis
2017 · Oleg Metsker, Ekaterina Bolgova, et al. · Procedia Computer Science · 23
PDF
Towards evolutionary discovery of typical clinical pathways in electronic health records
2017 · Anastasia A. Funkner, Aleksey N. Yakovlev, et al. · Procedia Computer Science · 22
PDF
A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification
2018 · Sergey V. Kovalchuk, Oleg G. Metsker, et al. · Complexity · 16
PDF
Automated Spelling Correction for Clinical Text Mining in Russian
2020 · Balabaeva Ksenia, Funkner Anastasia, et al. · Studies in health technology and informatics · 13
Negation Detection for Clinical Text Mining in Russian
2020 · Funkner Anastasia, Balabaeva Ksenia, et al. · Studies in health technology and informatics · 12
Forecasting Purchase Categories with Transition Graphs Using Financial and Social Data
2018 · Danila Vaganov, Anastasia Funkner, et al. · Lecture notes in computer science · 12
Citywide quality of health information system through text mining of electronic health records
2021 · Anastasia A. Funkner, Michil P. Egorov, et al. · Applied Network Science · 11
PDF
Holistic Modeling of Chronic Diseases for Recommendation Elaboration and Decision Making
2018 · Marina A. Balakhontceva, Anastasia A. Funkner, et al. · Procedia Computer Science · 11
PDF
Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: Application to evolutionary modeling of clinical pathways
2022 · Anastasia A. Funkner, Aleksey N. Yakovlev, et al. · Journal of Computational Science · 8
PDF
Time Expressions Identification Without Human-Labeled Corpus for Clinical Text Mining in Russian
2020 · Anastasia A. Funkner, Sergey V. Kovalchuk · Lecture notes in computer science · 7
PDF
Graph-Based Predictive Modelling of Chronic Disease Development: Type 2 DM Case Study
2019 · Derevitskii Ilya, Funkner Anastasia, et al. · Studies in health technology and informatics · 6
An Unsupervised Approach to Structuring and Analyzing Repetitive Semantic Structures in Free Text of Electronic Medical Records
2022 · Varvara Koshman, Anastasia Funkner, et al. · Journal of Personalized Medicine · 5
PDF
Medical Corpora Comparison Using Topic Modeling
2020 · Alevtina A. Shaikina, Anastasia A. Funkner · Procedia Computer Science · 5
PDF
Personalized Assistance for Patients with Chronic Diseases Through Multi-Level Distributed Healthcare Process Assessment
2019 · Elkhovskaya Liubov, Kabyshev Maxim, et al. · Studies in health technology and informatics · 5
RuMedSpellchecker: Correcting Spelling Errors for Natural Russian Language in Electronic Health Records Using Machine Learning Techniques
2023 · Dmitrii Pogrebnoi, Anastasia Funkner, et al. · Lecture notes in computer science · 4
Geographical Topic Modelling on Spatial Social Network Data
2021 · Anastasia A. Funkner, Liubov O. Elkhovskaya, et al. · Procedia Computer Science · 4
PDF
RuMedSpellchecker: A new approach for advanced spelling error correction in Russian electronic health records
2024 · Dmitrii Pogrebnoi, Anastasia Funkner, et al. · Journal of Computational Science · 3
Machine learning prediction of in-hospital recurrent infarction and cardiac death in patients with myocardial infarction
2024 · Yu. Kononova, L. Abramyan, et al. · Informatics in Medicine Unlocked · 3
Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations
2020 · Sergey V. Kovalchuk, Anastasia A. Funkner, et al. · Lecture notes in computer science · 3
PDF
Motif identification in vital signs of chronic patients
2019 · Anastasia A. Funkner, Nadezhda E. Zvartau, et al. · Procedia Computer Science · 3
PDF
Preoperational Time Prediction for Percutaneous Coronary Intervention Using Machine Learning Techniques
2016 · Anastasia Funkner, Sergey Kovalchuk, et al. · Procedia Computer Science · 3
PDF
Automatic Extraction and Decryption of Abbreviations from Domain-Specific Texts
2021 · Michil Egorov, Anastasia Funkner · Studies in health technology and informatics · 1
PDF
Towards management of complex modeling through a hybrid evolutionary identification
2018 · Sergey V. Kovalchuk, Oleg G. Metsker, et al. · Genetic and Evolutionary Computation Conference Companion (GECCO Companion) · 1
Works count: 29
Citation count: 327
H-index: 10
I10-index: 10
Year
Topic
Type