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https://ceur-ws.org/Vol-2753/xpreface.pdf
Nataliya Shakhovska,
Jaime Campos,
Nataliia Melnykova,
Ivan Izonin.
(Eds.)
Proceedings of the 3rd International Conference on
Informatics & Data-Driven Medicine (IDDM 2020)
Växjö, Sweden
November, 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.
Preface
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 online-
presentation 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.
November, 2020
Nataliya Shakhovska,
Jaime Campos,
Nataliia Melnykova,
Ivan Izonin.
Organizers
Lviv Polytechnic National University, Ukraine
http://www.lp.edu.ua/en
Linnaeus University, Sweden
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)
https://www.cei.int/
http://inns-ukraine.com.ua/
Public organization "Ukrainian scientific and educational IT society"
Programme Committee Chairs
Nataliya Shakhovska Lviv Polytechnic National University, Ukraine
Jaime Campos Linnaeus University, Sweden
Programme Committee Members
Sergio Montenegro Julius-Maximilians-Universitat Wurzburg, Germany
Sergey Subbotin Zaporozhye National Technical University, Ukraine
Natalia Kryvinska University of Vienna, Austria
Ivan Izonin Lviv Polytechnic National University, Ukraine
Valentyna Chopyak Danylo Halytsky Lviv State Medical University, Ukraine
Hakan Kutucu Karabuk University, Turkey
Yevgeniy Bodyanskiy Kharkiv National University of Radio Electronics, Ukraine
Kęstutis Kapočius Kaunas University of Technology, Lithuania
Roman Tkachenko Lviv Polytechnic National University, Ukraine
Zoran Čekerevac University Union Nikola Tesla, Serbia
Roman Danel University of South Bohemia in České Budějovice, Czech Republic
Vitaliy Yakovyna Lviv Polytechnic National University, Ukraine
Mykola Dyvak Ternopil National Economic University, Ukraine
Thierry Edoh University of Bonn, Technical University of Münich, Germany
Volodymyr
Kherson National Technical University, Ukraine
Lytvynenko
University of South Bohemia in České Budějovice, Ostrava, Czech
Michal Řepka
Republic
Jacek Rogowski Lodz University of Technology, Poland
Vitaly Levashenko University of Zilina, Slovak Republic
Dheva Rajan Al Musanna College of Technology, Oman
Anoop Kumar Sahu Madanapalle Institute of Technology and Science, India
Artem Chernodub Ukrainian Catholic University, Ukraine
Ivanna Dronyuk Lviv Polytechnic National University, Ukraine
Tetiana
Khmelnytskyi National University, Ukraine
Hovorushchenko
Yuriy Syerov Lviv Polytechnic National University, Ukraine
Solomiia Fedushko Lviv Polytechnic National University, Ukraine
Mario F. Pavone University of Catania, Italy
Iurii Krak Taras Shevchenko National University of Kyiv, Ukraine
Ahmed A. Elngar Beni-Suef University, Egypt
Krishna Kant Singh KIET Group of Institutions, India
Michal Greguš Comenius University in Bratislava, Slovakia
National Technical University "Kharkiv Polytechnic Institute",
Olga Kanishcheva
Ukraine
National Technical University "Kharkiv Polytechnic Institute",
Olga Cherednichenko
Ukraine
Igor Korobiichuk Warsaw University of Technology, Poland
Oleh Berezsky West Ukrainian National University, Ukraine
Additional Reviewers
Yaroslav Sokolovskyy Ukrainian National Forestry University, Ukraine
Nataliia Lotoshynska Lviv Polytechnic National University, Ukraine
Roman Kaminskyy Lviv Polytechnic National University, Ukraine
Nataliya Boyko Lviv Polytechnic National University, Ukraine
National Aerospace University “Kharkiv Aviation Institute” ,
Dmytro Chumachenko
Ukraine
Lesia Mochurad Lviv Polytechnic National University, Ukraine
Oleh Pitsun West Ukrainian National University, Ukraine
Grygoriy Melnyk West Ukrainian National University, Ukraine
Petro Pukach Lviv Polytechnic National University, Ukraine
Anastasiya Deineko Kharkiv National University of Radio Electronics, Ukraine
Zinovii Nytrebych Lviv Polytechnic National University, Ukraine
Eugene Fedorov Cherkasy State Technological University , Ukraine
Kostiantyn Rudakov Cherkasy State Technological University , Ukraine
Mariia Rashkevych Lviv Polytechnic National University, Ukraine
Olena Pavliuk Lviv Polytechnic National University, Ukraine
Mykola Pasieka National Technical University of Oil & Gas, Ukraine
Rostyslav Kosarevych Lviv Polytechnic National University, Ukraine
Dmytro Peleshko Lviv Polytechnic National University, Ukraine
Svitlana Zubchenko Danylo Halytsky Lviv State Medical University, Ukraine
Organization Committee Members
Nataliia Melnykova Lviv Polytechnic National University, Ukraine
Solomia Fedushko Lviv Polytechnic National University, Ukraine
Volodymyr Melnykov Danylo Halytsky Lviv State Medical University, Ukraine
Nataliia Lotoshynska Lviv Polytechnic National University, Ukraine
Nataliia Horbal Danylo Halytsky Lviv State Medical University, Ukraine
Jaroslav Tolstiak Danylo Halytsky Lviv State Medical University, Ukraine
Nataliya Boyko Lviv Polytechnic National University, Ukraine
Dmytro Danylyuk Danylo Halytsky Lviv State Medical University, Ukraine
Roman Kaminskyy Lviv Polytechnic National University, Ukraine
Khrystyna Zub Lviv Polytechnic National University, Ukraine