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https://ceur-ws.org/Vol-3892/preface.pdf
Nataliia Shakhovska,
Jianbo Jiao,
Ivan Izonin,
Stephane Chretien.
(Eds.)
Proceedings of the 7th International Conference on
Informatics & Data-Driven Medicine (IDDM 2024)
Birmingham, United Kingdom
November, 2024
CEUR
ceur-ws.org
Workshop ISSN 1613-0073
Proceedings
Shakhovska N., Jiao J., Izonin I., Chretien S. (Eds.): The 7th International Conference
on Informatics & Data-Driven Medicine (IDDM 2024), Birmingham, United Kingdom,
November 14-16, 2024, CEUR-WS.org, online
This volume represents the proceedings of the 7th International Conference on
Informatics & Data-Driven Medicine, held in Bratislava, Slovakia, in November 2024.
It comprises 31 contributed papers and 1 abstract hat were carefully peer-reviewed and
selected from 82 submissions.
Copyright © 2024 for the individual papers by the papers' authors.
Copying is permitted only for private and academic purposes. This
volume is published and copyrighted by its editors.
Preface
We are pleased to present you the proceedings of the 7th International Conference on
Informatics & Data-Driven Medicine, held in Bratislava, Slovakia, on November 14-
16, 2024.
The main aim of the IDDM conference 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 complete set of data, and Intelligent Systems
Development.
The Conference is soliciting literature review, survey, and research papers comments
including, while not limited to, the following areas of interest:
− Small Data Approaches in Medicine
− 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, United Kingdom, France, Czech
Republic, Estonia, Algeria, Germany, Tunisia, Poland, Egypt, Lithuania, Slovakia,
Romania and Nigeria.
The language of the IDDM Conference is English.
Due to the COVID'2019 pandemic, the IDDM conference took the form of an online
presentation of peer-reviewed individual papers.
The Organizing Committee received 82 submissions, 31 accepted for presentation as
short and regular papers and 1 as an abstract. These papers were published in this
volume of IDDM 2024 proceedings.
The Conference would not have been possible without the support of many people.
First, we would like to thank our partners: Eurizone project “Artificial Intelligence in
medicine: Small Data approach” public organization "Ukrainian scientific and
educational IT society". We want to thank the 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. The humble wish
of the conference organizers is 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 2024
Nataliia Shakhovska,
Jianbo Jiao,
Ivan Izonin,
Stephane Chretien.
Organizers
University of Birmingham,
Birmingham, United Kingdom
https://www.birmingham.ac.uk/
Lviv Polytechnic National University,
Ukraine
http://www.lp.edu.ua/en
Slovak University of Technology in
Bratislava, Slovak Republic
https://www.stuba.sk/english.html?page_id=1
32
University Lumière Lyon 2, France
https://www.univ-lyon2.fr/
Polytechnic University of Valencia, Spain
http://www.upv.es/en/
National University "Zaporizhzhia
Polytechnic", Ukraine
https://zp.edu.ua/
Linnaeus University, Sweden
https://lnu.se/en/
State Institution «Kundiiev Institute of
Occupational Health of the National
Academy of Medical Sciences of Ukraine»,
Kyiv, Ukraine
https://imtuik.org/
with the support of
Eurizone project
“Artificial Intelligence in Medicine: Small Data Approach (SmallAIM)”
and
Public organization "Ukrainian scientific and educational IT society."
Programme Committee Chairs
Nataliia Shakhovska, Lviv Polytechnic National University, Ukraine
Jianbo Jiao, University of Birmingham, United Kingdom
Stephane Chretien, Université Lumiere Lyon 2, France
Programme Committee Members
Addisson Salazar, Polytechnic University of Valencia, Spain
Jaime Campos, Linnaeus University, Sweden
Sergey Subbotin, National University "Zaporizhzhia Polytechnic", Ukraine
Felix Albu, Valahia University of Targoviste, Romania
Winfried Auzinger, Vienna University of Technology, Austria
Yannick Estève, Avignon Université, France
Paolo Barsocchi, ISTI - C.N.R., Italy
Sergio Montenegro, Julius-Maximilians-Universitat Wurzburg, Germany
Christine Strauss, University of Vienna, Austria
Valentyna Chopyak, Danylo Halytsky Lviv State Medical University, Ukraine
Hakan Kutucu, Karabuk University, Turkey
Yevgeniy Bodyanskiy, Kharkiv National University of Radio Electronics, Ukraine
Leszek Rutkowski AGH University of Science and Technology, Poland
Larysa Zomchak, Ivan Franko National University of Lviv
Sergii Babichev, Jan Evangelista Purkyně University in Ústí nad Labem, Chech Republic
Roman Tkachenko, Lviv Polytechnic National University, Ukraine
Zoran Čekerevac, University Union Nikola Tesla, Serbia
Nataliia Melnykova, Lviv Polytechnic National University, Ukraine
Roman Danel, University of South Bohemia in České Budějovice, Czech Republic
Vitaliy Yakovyna, Lviv Polytechnic National University, Ukraine
Mario F. Pavone, University of Catania, Italy
Dmytro Chumachenko, National Aerospace University - "KhAI", Ukraine
Mykola Dyvak, Ternopil National Economic University, Ukraine
Volodymyr Lytvynenko, Kherson National Technical University, Ukraine
Michal Řepka, University of South Bohemia in České Budějovice, Ostrava, Czech Republic
Jacek Rogowski, Lodz University of Technology, Poland
Iurii Krak, Taras Shevchenko National University of Kyiv, Ukraine
Vitaly Levashenko, University of Zilina, Slovak Republic
Ivanna Dronyuk, Jan Dlugosz University in Częstochowa, Poland
Tetiana Hovorushchenko, Khmelnytskyi National University, Ukraine
Smita Shandilya, Sagar Institute of Research and Technology, Bhopal, India
Tetyana Chumachenko, Kharkiv National Medical University, Ukraine
Shishir Kumar Shandilya, Vellore Institute of Technology, VIT Bhopal University, India
Yuriy Syerov, Lviv Polytechnic National University, Ukraine
Solomiia Fedushko, Lviv Polytechnic National University, Ukraine
Viacheslav Kovtun, Vinnytsia National Technical University, Ukraine
Krishna Kant Singh, KIET Group of Institutions, India
Oleh Berezsky, West Ukrainian National University, Ukraine
Michal Greguš, Comenius University in Bratislava, Slovakia
Olga Kanishcheva, National Technical University "Kharkiv Polytechnic Institute", Ukraine
Olga Cherednichenko, National Technical University "Kharkiv Polytechnic Institute", Ukraine
Igor Korobiichuk, Warsaw University of Technology, Poland
Violetta Demchenko, State Institution «Kundiiev Institute of Occupational Health of the National
Academy of Medical Sciences of Ukraine»
Additional Reviewers
Myroslav Stupnytskyi Military medical clinical center of the Western region, Ukraine
Viktor Khavalko Lviv Polytechnic National University, Ukraine Roman Kaminskyy Lviv
Polytechnic National University, Ukraine Anatoliy Batyuk Lviv Polytechnic National
University, Ukraine
Oleh Pitsun West Ukrainian National University, Ukraine Grygoriy Melnyk West Ukrainian
National University, Ukraine
Mariia Rashkevych Lviv Polytechnic National University, Ukraine
Rostyslav Kosarevych Lviv Polytechnic National University, Ukraine
Organization Committee Chair
Ivan Izonin, Lviv Polytechnic National University, Ukraine
Organization Committee Members
Nataliia Lotoshynska, Lviv Polytechnic National University, Ukraine
Lesia Mochurad, Lviv Polytechnic National University, Ukraine
Oleh Pitsun, West Ukrainian National University, Ukraine
Volodymyr Shymanskyi, Lviv Polytechnic National University, Ukraine
Khrystyna Zub, Lviv Polytechnic National University, Ukraine
Yulianna Mochurad, Danylo Halytskyi Lviv National Medical University, Ukraine
Dmytro Danylyuk, Danylo Halytsky Lviv Medical University, Ukraine
Yaroslav Tolstyak, Danylo Halytsky Lviv Medical University, Ukraine
Myroslav Havryliuk, Lviv Polytechnic National University, Ukraine
Kyrylo Yemets, Lviv Polytechnic National University, Ukraine
Olha Chala, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine
Roman Muzyka, Lviv Polytechnic National University, Ukraine