| Vol-2753 urn:nbn:de:0074-2753-4 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# IDDM 2020
The 3rd International Conference on Informatics & Data-Driven Medicine

### Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine

### Växjö, Sweden, November 19 - 21, 2020.

Edited by

### Nataliya Shakhovska *
Jaime Campos **
Nataliia Melnykova ***
Ivan Izonin ****

* Lviv Polytechnic National University, Lviv, Ukraine
** Linnaeus University, Växjö, Sweden
*** Lviv Polytechnic National University, Lviv, Ukraine
**** Lviv Polytechnic National University, Lviv, Ukraine

## Table of Contents

- Preface
  Summary: There were 102 papers submitted for peer-review to this workshop. Out of these, 50 papers were accepted for this volume, 31 as regular papers and 18 as short papers.

### Keynote

- Intelligence Science in Digital Healthcare Systems
  Abdel-Badeeh M. Salem

### Plenary Session

- Identifying Explosive Epidemiological Cases with Unsupervised Machine Learning 1-10
  Serge Dolgikh,
- Information Technology for Early Diagnosis of Pneumonia on Individual Radiographs 11-21
  Iurii Krak, Olexander Barmak, Pavlo Radiuk
- Isolation of Tumor Areas of Histological Images for Assessment of Quantitative Parameters 22-28
  Vassili Kovalev, Valery Malyshev, Artem Piddubnyi, Alona Moskalenko, Anatolii Romaniuk
- Probabilistic Neuro-Fuzzy System in Medical Diagnostic Task and its Lazy Learning-Selflearning 29-35
  Yevgeniy Bodyanskiy, Anastasiya Deineko, Iryna Pliss, Olha Chala
- Methodology of Constructing Statistical Models for Nonlinear Non-stationary Processes in Medical Diagnostic Systems 36-45
  Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
- Collaborative Deterministic and Stochastic Decision-Making Models in Health Care 46-55
  Tetiana Shmelova, Abdel-Badeeh M. Salem, Volodymyr Smolanka, Oleksandr Sechko

### Session 1: Artificial intelligence

- Network Modeling of Coexistence of Virus Strains Admitting Chaotic Behavior 56-61
  Alexander Nakonechnyi, Vasyl Martsenyuk, Andriy Sverstiuk, Yevhen Davydenko, Igor Andrushchak , Igor Loiko
- Sequencing for Encoding in Neuroevolutionary Synthesis of Neural Network Models for Medical Diagnosis 62-71
  Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Tetiana Zaiko, Serhii Shylo , Viktor Lytvyn
- On the Modeling Process of Ultrasonic Wave Propagation in a Relaxation Medium by the Three-Point in Time Problem 72-81
  Zinovii Nytrebych, Volodymyr Il’kiv, Oksana Malanchuk
- Processing Methods and ECG Signal Recognition Model 82-93
  Eugene Fedorov, Tetyana Utkina, Kostiantyn Rudakov, Andriy Lukashenko, Ihor Zubko , Michal Greguš ml.
- Development of a Genetic Method for Image Recognition in the Form of Radiographs 94-107
  Ievgen Fedorchenko, Аndrii Oliinyk, Аlexandеr Stepanenko, Tetiana Fedoronchak, Yuliia Fedorchenko, Anastasia Kharchenko, Dmytro Goncharenko
- The Use of The Results of Intellectual Monitoring in The Practice of Treatment of Inflammatory Bowel Diseases 108-118
  Serhii Holub, Andriy Dorofeyev, Gulustan Babayeva, Svitlana Kunitskaya, Oleg Ananiin
- Modeling of Infectious Disease Dynamics under the Conditions of Spatial Perturbations and Taking into account Impulse Effects 119-128
  Andrii Bomba, Sergii Baranovsky, Mykola Pasychnyk, Kateryna Malash
- Specified Diagnosis of Breast Cancer on the basis of Immunogistochemical Images Analysis 129-135
  Oleh Berezsky, Oleh Pitsun, Tamara Datsko, Bohdan Derysh, Ivan Tsmots, Vasyl Teslyuk
- On One Nonlinear Mathematical Model of Blood Circulation with the Vessel Walls Reaction within the Hereditary Theory 136-141
  Petro Pukach, Myroslava Vovk, Yurii Mylyan, Halyna Bilushchak, Pavlo Pukach
- Decision-Making about Conclusion of Contractual Obligations in the Field of Medical Services 142-148
  Tetiana Hovorushchenko, Yelyzaveta Hnatchuk , Alla Herts
- Mathematical Modeling And Processing Of High Resolution Rhythmocardio Signal Based On A Vector Of Stationary And Stationary Related Random Sequences 149-155
  Petro Onyskiv, Iaroslav Lytvynenko, Serhii Lupenko, Andriy Zozulia
- Simulation of a Human Operator’s Response to Stressors under Production Conditions 156-169
  Lesia Mochurad, Mariia Yatskiv
- Mathematical Modeling and Optimization of Technological Parameters of the Obtaining Process of Hydrogel Medical Dressings 170-177
  Оleksandr Grytsenko, Petro Pukach, Oleh Suberlyak, Ivan Gaydos, Mykola Kushnirchuk , Bohdan Berezhnyy
- A Computational Approach in the Search of New Biologically Active 9,10-Anthraquinone Derivatives 178-185
  Maryna Stasevych, Viktor Zvarych , Volodymyr Novikov
- Mathematical Model Reduction Principle Development 186-196
  Yaroslav Matviychuk, Nataliia Shakhovska
- Mathematical Model Building for COVID-19 Diseases Data in European Countries 197-208
  Maksym Zaliskyi, Roman Odarchenko, Yuliia Petrova, Maksim Iavich, Irakli Pirtskhalava
- Addressing Medical Diagnostics Issues: Essential Aspects of the PNN-based Approach 209-218
  Ivan Izonin, Roman Tkachenko, Liliia Ryvak, Khrystyna Zub, Mariia Rashkevych, Olena Pavliuk
- Recommendation Rules Mining for Reducing the Spread of COVID-19 Cases 219-229
  Vitaliy Yakovyna, Natalya Shakhovska, Khrystyna Shakhovska, Jaime Campos
- Application of the Naive Bayesian Classifier in Work on Sentimental Analysis of Medical Data 230-239
  Nataliya Boyko, Karina Boksho
- Development of a Markov Model of Changes in Patients' Health Conditions in Medical Projects 240-251
  Olga Mezentseva, Oleksii Kolesnikov, Katerina Kolesnikova
- Neural Networks in Intelligent Analysis Medical Data for Decision Support 252-264
  Vasyl Sheketa, Mykola Pasieka, Nelly Lysenko, Oleksandra Lysenko, Nadia Pasieka, Yulia Romanyshyn

### Session 2: Information systems in medicine

- The Concept of Developing a Decision Support System for the Epidemic Morbidity Control 265-274
  Sergiy Yakovlev, Kseniia Bazilevych, Dmytro Chumachenko, Tetyana Chumachenko, Leonid Hulianytskyi, Ievgen Meniailov, Anton Tkachenko
- Solutions to the 3D Model Problem of Pressure Measurement in the Area of Maxillary Sinus Anastomosis 275-284
  Alina Nechyporenko, Viktor Reshetnik, Denys Shyian, Victoriia Alekseeva, Radiy Radutny, Vitaliy Gargin
- Designing of Information Model for Prediction of Drug-drug Interactions based on Calculation of Target and Therapeutic Similarity 285-291
  Olha Marushchak, Rostyslav Kosarevych
- Mathematical Modeling Covid-19 Wave Structure of Distribution 292-301
  Kateryna Molodetska, Yuriy Tymonin
- A Study on Cloud Computing Architectures for Smart Healthcare Services 302-310
  Dalia Rizk, Hoda Hosny, El-Sayed El-Horbaty, Abdel-Badeeh Salem
- Translation, Adaptation and Initial Validation of the Food Allergy Quality of Life Questionnaire – Child Form (8 – 12 Years) in Ukrainan Language 311-322
  Oksana Matsyura, Olena Borysiuk, Lesya Besh, Svitlana Zubchenko, Natalia Lukyanenko, Taras Gutor, Oksana Kovalska, Bertine M. J. Flokstra - de Blok
- Applying of Information Technologies for Study of the Thyroid Gland Follicular Thyrocytes’ Synthetic Activity 323-337
  Olha Ryabukha, Ivanna Dronyuk
- Technologies of Object Recognition in Space for Visually Impaired People 338-347
  Nataliya Boyko, Bohdan Mandych
- Methodology of Disease Risk Assessment 348-359
  Karina Melnyk, Natalia Borysova, Svetlana Ershova
- Variational Formulation of Viscoelastic Problem in Biomaterials with Fractal Structure 360-369
  Volodymyr Shymanskyi, Yaroslav Sokolovskyy
- Mathematical Modeling of Diagnosis and Diagnostic Information Space of Chinese Image Medicine for their Unified Representation in Information Systems for Integrative Scientific Medicine 370-376
  Serhii Lupenko, Oleksandra Orobchuk, Igor Kateryniuk
- Mathematical Modeling of Rheological Behavior of Anisotropic Biomaterials with Taking Into Account Effects of Memory and Self-organization 377-386
  Yaroslav Sokolovskyy, Volodymyr Shymanskyi, Maryana Levkovych, Ivan Sokolovskyy, Jaime Campos
- Information Technology Platform of "Smart" Dental Clinic 387-396
  Nataliia Kunanets, Volodymyr Pasichnyk, Petro Kravets, Yaroslav Kis, Roksolana Havryliv, Antonii Rzheuskyi
- Simulation of Human-Operator Behavior in Solving Intellectual Problems during Control of Technological Processes in Stresses 397-404
  Roman Kaminskyy, Natalia Kryvinska
- Processing of Medical Different Types of Data Using Hadoop and Java MapReduce 405-414
  Nataliya Boyko, Nazar Tkachuk
- Medical Content Processing in Intelligent System of District Therapist 415-429
  Vasyl Lytvyn, Andrii Hryhorovych, Viktor Hryhorovych, Lyubomyr Chyrun, Victoria Vysotska, Myroslava Bublyk
- Specification of Information Technology for Non Invasive Prediction and Correction of Functional State of Human in Complex Conditions 430-436
  Bohdan Yavorskyy, Myhaylo Bachynskyi
- Computer Monitoring of Physical and Chemical Parameters of the Environment Using Computer Vision Systems: Problems and Prospects 437-442
  Yuriy Bashtyk, Jaime Campos, Andriy Fechan, Sviatoslav Konstantyniv, Vitaliy Yakovyna
- Retrospective Analysis by Multifactor Regression in the Evaluation of the Results of Fine-needle Aspiration Biopsy of Thyroid Nodules 443-447
  Askold Kucher, Oksana Boyko, Kateryna Ilkanych, Andriy Fechana, Natalya Shakhovska
- A Two-step Approach in Expert Evaluation of Correctional Information Technologies for Students with Autism Spectrum Disorders 448-457
  Tetiana Shestakevych, Vasyl Andrunyk
- The Decision Tree Usage for the Results Analysis of the Psychophysiological Testing 458-472
  Myroslava Bublyk, Vasyl Lytvyn, Victoria Vysotska, Lyubomyr Chyrun, Yurii Matseliukh, Nataliia Sokulska
- The Problem of Analysing the Relationships between Individual Characteristics of Individuals with COVID`19 473-482
  Nataliia Melnykova, Natalya Shakhovska, Volodymyr Melnykov, Mykola Logoyda, Yulia Peleshchak

2020-11-25: submitted by Ivan Izonin, metadata incl. bibliographic data published under Creative Commons CC0
2020-12-01: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|