Копаница Георгий Дмитриевич


PhD, науки
kopanitsa@itmo.ru
Структурное подразделение:
национальный центр когнитивных разработок
Должность:
ведущий научный сотрудник
Профиль:
05.13.11 - Математическое и программное обеспечение вычислительных машин, комплексов и компьютерных сетей

Область интересов:
Теории анализа и синтеза интеллектуальных медицинских информационных систем Моделирование и проектирование интеллектуальных медицинских информационных систем Семантическое моделирование систем Алгоритмы синтеза модели требований и модели классов на основе процессной модели Модальные формализмы и нецелеориентированные стратегии вывода.
Рабочий язык:
Английский, Русский

Публикации руководителя
Выходные данные Год Индексирование в БД
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2020 Scopus
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2020 Scopus, Web of Science
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 2019 Scopus, Web of Science
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 2019 Scopus, Web of Science
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 2019 Scopus, Web of Science
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 2019 Scopus, Web of Science
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 2019 Scopus, Web of Science
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 2019 Scopus, Web of Science
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 2019 Scopus, Web of Science
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 2019 Scopus, Web of Science
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 2019 Scopus, Web of Science
Dudchenko P., Dudchenko A., Kopanitsa G.D. Heart Disease Dataset Clusterization//Studies in health technology and informatics, 2019, Vol. 261, pp. 162-167 2019 Scopus, Web of Science