Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine (IDDM 2020)
Shakhovska N., Campos J., Melnykova N., Izonin I., (Eds.): The 3rd International Conference on Informatics & Data-Driven Medicine (IDDM 2020), Växjö, Sweden, November 19-21, 2020, CEUR-WS.org, online This volume represents the proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, held in Växjö, Sweden, in November, 2020. It comprises 50 contributed papers that were carefully peer-reviewed and selected from 102 sub-missions.
Copyright © 2020 for the individual papers by the papers’ authors.
Copying permitted only for private and academic purposes. This volume is published and copyrighted by its editors. It is our pleasure to present you the proceedings of 3rd International Conference on Informatics & Data-Driven Medicine, held in Växjö, Sweden on November 19-21, 2020.
The main purpose of the IDDM workshop is a discussion of the recent research results in all areas of Computer Sciences in Medicine, Medical Data Retrieval, Finding the Hidden Associations within the full set of data and Intelligent Systems Development. The conference is soliciting literature review, survey and research papers comments including, whilst not limited to, the following areas of interest: Bioinformatics for Healthcare Applications Analysis and Prediction for Covid'19 Data Big Data and IoT in Medical Applications Medical Image Processing Deep Learning Models in Healthcare and Biomedicine Machine Learning Approaches for Medicine IT-enabled Healthcare Services Complex Health Monitoring Systems The conference joined scientists from Ukraine, Germany, Austria, Sweden, Slovak Republic, Poland, Egypt and the Netherlands together with practical doctors. The language of IDDM Conference is English.
Due to the COVID’2019 pandemic, IDDM conference took the form of onlinepresentation by invited keynote speakers plus presentations of peer-reviewed individual papers.
The Organizing Committee received 102 submissions, 51 out of which were accepted for presentation including 1 abstract as a short and regular papers. These papers except 1 that was not shown during the conference were published in this volume of IDDM 2020 proceedings.
The workshop would not have been possible without the support of many people. First, we would like to thank our partners Ukrainian Regional Chapter of the International Neural Network Society, the Central European Initiative. We would like to thank the General and Program Chairs, organization staff, the members of the Technical Program Committees and external reviewers for their excellent and tireless work. We sincerely wish that all attendees benefited scientifically from the conference and wish them every success in their research. It is the humble wish of the conference organizers that the professional dialogue among the researchers, scientists, engineers and doctors continues beyond the event and that the friendships and collaborations forged will linger and prosper for many years to come.
http://www.lp.edu.ua/en https://lnu.se/en/ Danylo Halytsky Lviv State Medical University, Ukraine http://meduniv.lviv.ua/ National University "Zaporizhzhia Polytechnic", Ukraine https://zp.edu.ua/ with the support of The Central European Initiative (CEI) http://inns-ukraine.com.ua/
Public organization "Ukrainian scientific and educational IT society" Programme Committee Chairs
Programme Committee Members
Valentyna Chopyak Hakan Kutucu Yevgeniy Bodyanskiy Kęstutis Kapočius Roman Tkachenko Zoran Čekerevac Roman Danel Vitaliy Yakovyna Mykola Dyvak Thierry Edoh Volodymyr Lytvynenko
Vitaly Levashenko Dheva Rajan Anoop Kumar Sahu Artem Chernodub Ivanna Dronyuk Tetiana Hovorushchenko Yuriy Syerov Solomiia Fedushko Mario F. Pavone Iurii Krak Ahmed A. Elngar Krishna Kant Singh Michal Greguš
Additional Reviewers
Julius-Maximilians-Universitat Wurzburg, Germany Zaporozhye National Technical University, Ukraine University of Vienna, Austria Lviv Polytechnic National University, Ukraine Danylo Halytsky Lviv State Medical University, Ukraine Karabuk University, Turkey Kharkiv National University of Radio Electronics, Ukraine Kaunas University of Technology, Lithuania Lviv Polytechnic National University, Ukraine University Union Nikola Tesla, Serbia University of South Bohemia in České Budějovice, Czech Republic Lviv Polytechnic National University, Ukraine Ternopil National Economic University, Ukraine University of Bonn, Technical University of Münich, Germany Kherson National Technical University, Ukraine Khmelnytskyi National University, Ukraine Lviv Polytechnic National University, Ukraine Lviv Polytechnic National University, Ukraine University of Catania, Italy Taras Shevchenko National University of Kyiv, Ukraine Beni-Suef University, Egypt KIET Group of Institutions, India Comenius University in Bratislava, Slovakia National Technical University "Kharkiv Polytechnic Institute", Ukraine National Technical University "Kharkiv Polytechnic Institute", Ukraine Warsaw University of Technology, Poland
West Ukrainian National University, Ukraine
Oleh Pitsun Grygoriy Melnyk Petro Pukach Anastasiya Deineko Zinovii Nytrebych
Ukrainian National Forestry University, Ukraine Lviv Polytechnic National University, Ukraine Lviv Polytechnic National University, Ukraine Lviv Polytechnic National University, Ukraine National Aerospace University “Kharkiv Aviation Institute” , Ukraine Lviv Polytechnic National University, Ukraine West Ukrainian National University, Ukraine West Ukrainian National University, Ukraine Lviv Polytechnic National University, Ukraine Kharkiv National University of Radio Electronics, Ukraine Lviv Polytechnic National University, Ukraine
Cherkasy State Technological University , Ukraine Cherkasy State Technological University , Ukraine Lviv Polytechnic National University, Ukraine Lviv Polytechnic National University, Ukraine National Technical University of Oil & Gas, Ukraine Lviv Polytechnic National University, Ukraine Lviv Polytechnic National University, Ukraine
Danylo Halytsky Lviv State Medical University, Ukraine Organization Committee Members