Georgy Kopanitsa

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 53

Top Topics

Machine Learning

Pearson Correlation

Decision Support

Top Venues

Publications

David Paskoshev, Georgy Kopanitsa, Egor Trofimov, Oleg G. Metsker
Simulation of a Judicial Process Using Machine Learning to Analyze Administrative Prejudice and Indicate the Quality of Justice. FRUCT (2021)
Oleg G. Metsker, Egor Trofimov, Georgy Kopanitsa
Application of Machine Learning Metrics for Dynamic E-justice Processes. FRUCT (2021)
Oleg G. Metzker, Georgy Kopanitsa, Anton Malushko, Eduard Komlichenko, Katerina V. Bolgova, David Paskoshev
Gynecological Surgery and Machine Learning: Complications and Length of Stay Prediction. MIE (2021)
Georgy Kopanitsa, Oleg G. Metsker, Ekaterina V. Bolgova, Sergey V. Kovalchuk
Lifestyle Cancer Survival Predictors: Influence of Vegetarian Diet on the Relapse of Endometrial Cancer. pHealth (2021)
Egor Trofimov, Oleg G. Metsker, Georgy Kopanitsa, David Pashoshev
Regulation Modelling and Analysis Using Machine Learning During the Covid-19 Pandemic in Russia. pHealth (2021)
Oleg G. Metsker, Georgy Kopanitsa, Olga Irtyuga, Vladimir Uspenskiy
Dynamic Aortic Aneurism Risk Factors. pHealth (2021)
Iuliia Lenivtceva, Sofia Grechishcheva, Georgy Kopanitsa, Dmitry Panfilov, Boris Kozlov
Predicting the Aortic Aneurysm Postoperative Risks Based on Russian Integrated Data. pHealth (2021)
Oleg G. Metsker, Kirill Magoev, Stanislav Yanishevskiy, Alexey N. Yakovlev, Georgy Kopanitsa, Nadezhda Zvartau
Identification of Diabetes Risk Factors in Chronic Cardiovascular Patients. pHealth (2020)
Oleg G. Metsker, Georgy Kopanitsa, Eduard Komlichenko, Maria Yanushanets, Ekaterina V. Bolgova
Prediction of a Due Date Based on the Pregnancy History Data Using Machine Learning. pHealth (2020)
Oleg G. Metsker, Kirill Magoev, Alexey N. Yakovlev, Stanislav Yanishevskiy, Georgy Kopanitsa, Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya
Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Oleg G. Metsker, Vozniuk Igor, Georgy Kopanitsa, Elena Morozova, Prohorova Maria
Stroke ICU Patient Mortality Day Prediction. ICCS (4) (2020)
Georgy Kopanitsa
Automatic Interpretation of Laboratory Tests and Its Influence on Follow-up. MIE (2020)
Oleg G. Metsker, Georgy Kopanitsa, Alexey N. Yakovlev, Karlina Veronika, Nadezhda Zvartau
Survival Analysis of COVID-19 Patients in Russia Using Machine Learning. pHealth (2020)
Iuliia Lenivtceva, Evgenia Slasten, Mariya Kashina, Georgy Kopanitsa
Applicability of Machine Learning Methods to Multi-label Medical Text Classification. ICCS (4) (2020)
Georgy Kopanitsa, Oleg G. Metsker, Alexey N. Yakovlev, Alexey Fedorenko, Nadezhda Zvartau
Modelling of COVID-19 Morbidity in Russia. pHealth (2020)
Iuliia Lenivtceva, Mariya Kashina, Georgy Kopanitsa
Category of Allergy Identification from Free-Text Medical Records for Data Interoperability. pHealth (2020)
Oleg G. Metsker, Kirill Magoev, Stanislav Yanishevskiy, Alexey N. Yakovlev, Georgy Kopanitsa
Risk Factors for Chronic Diabetes Patients. MIE (2020)
Oleg G. Metsker, Georgy Kopanitsa, Ekaterina V. Bolgova
Prediction of Childbirth Mortality Using Machine Learning. pHealth (2020)
Georgy Kopanitsa
Follow-Up on the Abnormal Laboratory Test Results with Automatic Interpretation. pHealth (2020)
Aleksei Dudchenko, Polina Dudchenko, Matthias Ganzinger, Georgy Kopanitsa
Extraction from Medical Records. pHealth (2019)
Georgy Kopanitsa
Microservice Architecture to Provide Medical Data Management for Decision Support. pHealth (2019)
Aleksei Dudchenko, Matthias Ganzinger, Georgy Kopanitsa
Optimization of Clinical Decision Support Based on Pearson Correlation of Attributes. pHealth (2019)
Yulia Lenivtseva, Georgy Kopanitsa
Investigation of Content Overlap in Proprietary Medical Mappings. EFMI-STC (2019)
Margarita Bobrova, Maksim Taranik, Georgy Kopanitsa
Using Neural Networks for Diagnosing in Dermatology. pHealth (2019)
Maksim Taranik, Georgy Kopanitsa
Using Machine Learning for Personalized Patient Adherence Level Determination. pHealth (2019)
Polina Dudchenko, Aleksei Dudchenko, Georgy Kopanitsa
Heart Disease Dataset Clusterization. pHealth (2019)
Aleksei Dudchenko, Georgy Kopanitsa, Petra Knaup, Matthias Ganzinger
A Predictive Model for Patient Similarity: Classes Based on Secondary Data and Simple Measurements as Predictors. pHealth (2018)
Svetlana Nikitina, Florian Daniel, Marcos Báez, Fabio Casati, Georgy Kopanitsa
Crowdsourcing for Reminiscence Chatbot Design. HCOMP (WIP&Demo) (2018)
Ilia Semenov, Georgy Kopanitsa
Decision Support System Based on FHIR Profiles. pHealth (2018)
Georgy Kopanitsa, Alexandr Ivanov
Implementation of Fast Healthcare Interoperability Resources for an Integration of Laboratory and Hospital Information Systems. MIE (2018)
Ilia Semenov, Georgy Kopanitsa, Dmitry Denisov, Yakovenko Alexandr, Roman Osenev, Yury Andreychuk
Patients Decision Aid System Based on FHIR Profiles. J. Medical Syst. 42 (9) (2018)
Georgy Kopanitsa, Ilia Semenov
Patient facing decision support system for interpretation of laboratory test results. BMC Medical Informatics Decis. Mak. 18 (1) (2018)
Georgy Kopanitsa, Zhanna Kopanitsa
Implementation and Evaluation of a Decision Support Systems for the Patients of a Laboratory Service. ICIST (2017)
Maksim Taranik, Georgy Kopanitsa
Patient's Adherence Level Determination System. MedInfo (2017)
Georgy Kopanitsa
User Requirements Based Development of a Web Portal for Chronic Patients. pHealth (2017)
Aleksey Dudchenko, Georgy Kopanitsa
Decision Support Systems in Cardiology: A Systematic Review. pHealth (2017)
Georgy Kopanitsa
Implementation of an Archetype Data Set to Reuse Electronic Health Record Data in Clinical Decision Support Systems. MedInfo (2017)
Maksim Taranik, Georgy Kopanitsa
Information System of Personalized Patient's Adherence Level Determination. pHealth (2017)
Georgy Kopanitsa
Evaluation of a Decision Support System for Laboratory Service Patients. MedInfo (2017)
Georgy Kopanitsa
A Qualitative Study of the Barriers and Opportunities for Adoption of Web-Portals for Doctors and Patients in Russia. J. Medical Syst. 41 (4) (2017)
Maksim Taranik, Georgy Kopanitsa
Decision Support System for Medical Care Quality Assessment Based on Health Records Analysis in Russia. MedInfo (2017)
Maksim Taranik, Georgy Kopanitsa
Decision Support System for Medical Care Quality Assessment Based on Health Records Analysis in Russia. ICIST (2017)
Georgy Kopanitsa, Anatoly Karpov, Georgy Lakovenko, Andrey Laskovenko, Vladimir Yampolsky
Exploring Barriers and Opportunities for Adoption of Web Portals in Russia. Example of a Tuberculosis Portal. pHealth (2016)
Ilya Semenov, Georgy Kopanitsa
Development of a Clinical Decision Support System for the Patients of a Laboratory Service. MIE (2016)
Georgy Kopanitsa, Anatoly Karpov, Georgy Lakovenko, Andrey Laskovenko
Implementation of a Web Portal for Diabetes Patients Using Open Source Data Visualization Libraries. pHealth (2016)
Ilya Semenov, Georgy Kopanitsa, Anatoly Karpov, Georgy Lakovenko, Andrey Laskovenko
Implementation of a Clinical Decision Support System for Interpretation of Laboratory Tests for Patients. pHealth (2016)
Georgy Kopanitsa, Maxim Taranik
Application of ISO 13606 Archetypes for an Integration of Hospital and Laboratory Information Systems. ICIST (2015)
Georgy Kopanitsa
Mapping Russian Laboratory Terms to LOINC. MIE (2015)
Georgy Kopanitsa, Maxim Taranik
Using Semi-automated Approach for Mapping Local Russian Laboratory Terms to LOINC. ICIST (2015)
Georgy Kopanitsa
Evaluation Study for an ISO 13606 Archetype Based Medical Data Visualization Method. J. Medical Syst. 39 (8) (2015)
Georgy Kopanitsa, Vladimir Yampolsky
Application of ISO 13606 Archetypes for a HIS-LIS integration. MIE (2015)
Georgy Kopanitsa, Hasan Veseli, Vladimir Yampolsky
Development, implementation and evaluation of an information model for archetype based user responsive medical data visualization. J. Biomed. Informatics 55 (2015)
Georgy Kopanitsa, Vladimir Yampolskiy
Approach to Extract Billing Data from Medical Documentation in Russia - Lessons Learned. MIE (2015)
Georgy Kopanitsa
Application of UML Connectors for Arranging Medical Archetypes into a Knowledge Base. HEALTHINF (2014)
Georgy Kopanitsa
Arranging ISO 13606 Archetypes into a Knowledge Base. MIE (2014)
Georgy Kopanitsa, Claudia Hildebrand, Hans Demski
Applying UML Connectors for Arranging Medical Archetypes into a Knowledge Base. MedInfo (2013)
Georgy Kopanitsa, Zhanna Tsvetkova, Hasan Veseli
Analysis of Metrics for the Usability Evaluation of Electronic Health Record Systems. EFMI-STC (2012)
Georgy Kopanitsa
Standard Based Multiclient Medical Data Visualization. MIE (2012)
Georgy Kopanitsa, Zhanna Tsvetkova, Hasan Veseli
Analysis of Metrics for the Usability Evaluation of EHR Management Systems. MIE (2012)