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Копаница Георгий Дмитриевич EnEnglish

Служебные обязанности

  • Научно-исследовательская деятельность
  • Преподавательская деятельность
  • Курирование студенческих ВКР

Образование

2008 г. – Томский политехнический университет, магистратура, искусственный интеллект, оптимизация бизнес-процессов с использованием методов искусственного интеллекта.

2011 г. – Томский политехнический университет, PhD, математические модели поддержки принятия решений в здравоохранении.

2013 г. – Мюнхенский университет имени Людвига и Максимилиана, PhD, медицинский факультет.

Профессиональная деятельность

С 2019 г. – Университет ИТМО, национальный центр когнитивных разработок, ведущий научный сотрудник.

2013 – 2014 гг. – Мюнхенский университет имени Людвига и Максимилиана, приглашенный профессор.

2008 – 2019 гг. – Томский политехнический университет, ассистент, ассистент профессора, профессор.

Профессиональные интересы

Медицинская информатика, нейронные сети, поддержка принятия клинических решений, семантическая интероперабельность.

Публикации

Metsker O., Trofimov E., Kopanitsa G.

Application of machine learning metrics for dynamic E-justice processes//Conference of Open Innovation Association, FRUCT, 2021, pp. 9347598 Подробнее

Metsker O., Trofimov E., Kopanitsa G.

Application of machine learning for E-justice//Journal of Physics: Conference Series, 2021, Vol. 1828, No. 1, pp. 012006 Подробнее

Behar J., Liu C., Kotzen K., Tsutsui K., Corino V.D., Singh J., Pimentel M.A., Warrick P., Zaunseder S., Andreotti F., Sebag D., Kopanitsa G., Mcsharry P.E., Karlen W., Karmakar C., Clifford G.

Remote health diagnosis and monitoring in the time of COVID-19//Physiological Measurement, 2020, Vol. 41, No. 10, pp. 10TR01 Подробнее

Metsker O., Magoev K., Yakovlev A., Yanishevskiy S., Kopanitsa G., Kovalchuk S., Krzhizhanovskaya V.V.

Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study//BMC Medical Informatics and Decision Making, 2020, Vol. 20, No. 1, pp. 201 Подробнее

Metsker O., Magoev K., Yanishevskiy S., Yakovlev A., Kopanitsa G.D.

Risk Factors for Chronic Diabetes Patients//Studies in health technology and informatics, 2020, Vol. 270, pp. 1379-1380 Подробнее

Lenivtceva I.D., Slasten E.S., Kashina M., Kopanitsa G.D.

Applicability of Machine Learning Methods to Multi-label Medical Text Classification//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020, Vol. 12140 LNCS, pp. 509-522 Подробнее

Kopanitsa G.D.

Automatic Interpretation of Laboratory Tests and Its Influence on Follow-up//Studies in health technology and informatics, 2020, Vol. 270, pp. 916-920 Подробнее

Metsker O., Vozniuk I., Kopanitsa G.D., Morozova E., Prohorova M.

Stroke icu patient mortality day prediction//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020, Vol. 12140 LNCS, pp. 390-405 Подробнее

Lenivtceva I.D., Kashina M., Kopanitsa G.D.

Category of Allergy Identification from Free-Text Medical Records for Data Interoperability//Studies in health technology and informatics, 2020, Vol. 273, pp. 170-175 Подробнее

Semenov I., Osenev R., Gerasimov S., Kopanitsa G.D., Denisov D., Andreychuk Y.

Experience in Developing an FHIR Medical Data Management Platform to Provide Clinical Decision Support//International Journal of Environmental Research and Public Health, 2020, Vol. 17, No. 1, pp. 73 Подробнее

Metsker O., Kopanitsa G.D., Komlichenko E., Yanushanets M., Bolgova E.V.

Prediction of a due date based on the pregnancy history data using machine learning//Studies in health technology and informatics, 2020, Vol. 273, pp. 104-108 Подробнее

Kopanitsa G.D.

Follow-up on the abnormal laboratory test results with automatic interpretation//Studies in health technology and informatics, 2020, Vol. 273, pp. 240-245 Подробнее

Kashina M., Lenivtceva I.D., Kopanitsa G.D.

Preprocessing of unstructured medical data: the impact of each preprocessing stage on classification//Procedia Computer Science, 2020, Vol. 178, pp. 284-290 Подробнее

Metsker O., Efimov E., Trofimov E., Kopanitsa G.D., Bolgova E.V., Yakovlev A.

Performance Improvement Algorithms in Big Data Analysis//Procedia Computer Science, 2020, Vol. 178, pp. 386-393 Подробнее

Metsker O., Magoev K., Yanishevskiy S., Yakovlev A., Kopanitsa G.D., Zvartau N.E.

Identification of diabetes risk factors in chronic cardiovascular patients//Studies in health technology and informatics, 2020, Vol. 273, pp. 136-141 Подробнее

Kopanitsa G.D., Metsker O.G., Yakovlev A., Fedorenko A., Zvartau N.E.

Modelling of COVID-19 morbidity in russia//Studies in health technology and informatics, 2020, Vol. 273, pp. 262-265 Подробнее

Metsker O., Kopanitsa G.D., Bolgova E.V.

Prediction of childbirth mortality using machine learning//Studies in health technology and informatics, 2020, Vol. 273, pp. 109-114 Подробнее

Metsker O., Kopanitsa G.D., Yakovlev A., Karlina V., Zvartau N.E.

Survival analysis of COVID-19 patients in russia using machine learning//Studies in health technology and informatics, 2020, Vol. 273, pp. 223-227 Подробнее

Dudchenko A., Ganzinger M., Kopanitsa G.D.

Machine learning algorithms in cardiology domain: A systematic review//Open Bioinformatics Journal, 2020, Vol. 13, No. 1, pp. 25-40 Подробнее

Lenivtceva I.D., Kopanitsa G.D.

Evaluating Manual Mappings of Russian Proprietary Formats and Terminologies to FHIR//Methods of information in medicine, 2019, Vol. 58, No. 4-5, pp. 151-159 Подробнее

Dudchenko A., Ganzinger M., Kopanitsa G.D.

Optimization of Clinical Decision Support Based on Pearson Correlation of Attributes//Studies in health technology and informatics, 2019, Vol. 261, pp. 199-204 Подробнее

Kopanitsa G.D.

Microservice Architecture to Provide Medical Data Management for Decision Support//Studies in health technology and informatics, 2019, Vol. 261, pp. 230-235 Подробнее

Taranik M., Kopanitsa G.D.

Using Machine Learning for Personalized Patient Adherence Level Determination//Studies in health technology and informatics, 2019, Vol. 261, pp. 174-178 Подробнее

Dudchenko A., Ganzinger M., Kopanitsa G.D.

Diagnoses Detection in Short Snippets of Narrative Medical Texts//Procedia Computer Science, 2019, Vol. 156, pp. 150-157 Подробнее

Bobrova M., Taranik M.A., Kopanitsa G.D.

Using Neural Networks for Diagnosing in Dermatology//Studies in health technology and informatics, 2019, Vol. 261, pp. 211-216 Подробнее

Dudchenko A., Kopanitsa G.D.

Comparison of word embeddings for extraction from medical records//International Journal of Environmental Research and Public Health, 2019, Vol. 16, No. 22, pp. 4360 Подробнее

Dudchenko A., Dudchenko P., Ganzinger M., Kopanitsa G.D.

Extraction from Medical Records//Studies in health technology and informatics, 2019, Vol. 261, pp. 62-67 Подробнее

Dudchenko P., Dudchenko A., Kopanitsa G.D.

Heart Disease Dataset Clusterization//Studies in health technology and informatics, 2019, Vol. 261, pp. 162-167 Подробнее

Lenivtseva Y.D., Kopanitsa G.D.

Investigation of Content Overlap in Proprietary Medical Mappings//Studies in health technology and informatics, 2019, Vol. 258, pp. 41-45 Подробнее

Dudchenko A., Kopanitsa G.D., Ganzinger M.

A Predictive Model for Patient Similarity: Classes Based on Secondary Data and Simple Measurements as Predictors//Studies in health technology and informatics, 2018, pp. 167-172

Dudchenko A., Kopanitsa G.

Decision support systems in cardiology: A systematic review//Studies in health technology and informatics, 2017, Vol. 237, pp. 209-214 Подробнее