IDDM 2019
Informatics & Data-Driven Medicine

Table of Contents

• Cover and Preface
  
  
• Organization and Committees
  
  
• Organizers and Partners
  
  

Key note speaches

• Online Hybrid Probabilistic-Fuzzy Clustering in Medical Data Mining Tasks (invited paper) 1-15
  Yevgeniy Bodyanskiy , Anastasiia Deineko , Iryna Pliss , Olha Chala
• Cytological Image Classification Using Data Reduction (invited paper) 16-29
  Oleh Berezsky , Oleh Pitsun , Taras Dolynyuk , Lesia Dubchak , Nadiya Savka , Grygoriy Melnyk , Vasyl Teslyuk
• On the Mathematical Model of Nonlinear Vibrations of a Biologically Active Rod with Consideration of the Rheological Factor (invited paper) 30-42
  Petro Pukach , Volodymyr Il'kiv , Myroslava Vovk , Olha Slyusarchuk , Yulia Pukach , Yuriy Mylyan , Winfried Auzinger
• Information System for Visual Analyzer Disease Diagnostics (invited paper) 43-56
  Ihor Bodnarchuk , Nataliia Kunanets , Serhii Martsenko , Oleksandr Matsiuk , Anastasiia Matsiuk , Volodymyr Pasichnyk , Roman Tkachuk , Hryhorii Shymchuk
• Concept of Intelligent Decision Support System in the Legal Regulation of the Surrogate Motherhood (invited paper) 57-68
  Tetiana Hovorushchenko , Alla Herts , Yelyzaveta Hnatchuk

Session 1. Artificial intelligence

• Fuzzy System For Breast Disease Diagnosing Based On Image Analysis 69-83
  Oleg Berezsky , Lesia Dubchak , Natalia Batryn , Tamara Datsko , Kateryna Berezska , Oleh Pitsun , Yuri Batko
• A Method for Extracting a Breast Image from a Mammogram Based on Binarization, Scaling and Segmentation 84-98
  Eugene Fedorov , Tetyana Utkina , Kostiantyn Rudakov , Andriy Lukashenko , Serhii Mitsenko , Maryna Chychuzhko , Valentyna Lukashenko
• Identification of Biometric Images Using Latent Elements 99-108
  Mariya Nazarkevych , Mykola Logoyda , Serhii Dmytruk , Yaroslav Voznyi , Olga Smotr
• Implementation of Selective Pressure Mechanism to Optimize Memory Consumption in the Synthesis of Neuromodels for Medical Diagnostics 109-120
  Serhii Leoshchenko , Andrii Oliinyk , Sergey Subbotin , Tetiana Zaiko , Nataliia Gorobii
• Mathematical Modeling of Heat Transfer in Anisotropic Biophysical Materials, Taking Into Account the Phase Transition Boundary 121-132
  Yaroslav Sokolovskyy , Iryna Boretska , Bogdana Gayvas , Igor Kroshnyy , Volodymyr Shymansky , Michal Gregus
• Mathematical Models and Analysis of Deformation Processes in Biomaterials with Fractal Structure 133-144
  Yaroslav Sokolovskyy , Maryana Levkovych , Olha Mokrytska , Svitlana Yatsyshyn , Yaroslav Kaspryshyn , Christine Strauss
• Statistical Modeling of Diffusion Processes with a Fractal Structure 145-154
  Ivan Sokolovskyy , Natalia Shakhovska
• Applying Regression Analysis to Study the Interdependence of Thyroid, Adrenal Glands, Liver, and Body Weight in Hypothyroidism and Hyperthyroidism 155-164
  Olha Ryabukha , Ivanna Dronyuk
• Technique Medical Image Compression by Linear Algebra Methods 165-174
  Dmytro Kucherov , Galina Rosinska , Natalia Khalimon , Ludmila Onikienko
• An Overview of Ateb-Theory Mathematical Apparatus for Data Confidentiality in Medical Computer Networks 175-184
  Ivanna Dronyuk , Olga Fedevych , Danylo Lizanets , Natalia Kryvinska
• Application Artificial Intelligence for Real-Time Monitoring, Diagnostics, and Correction Human State 185-194
  Tetiana Shmelova , Olexandr Sechkok
• Technique of Gene Regulatory Networks Reconstruction Based on ARACNE Inference Algorithm 195-207
  Sergii Babichev , Bohdan Durnyak , Vsevolod Senkivskyy , Oleksandr Sorochynskyi , Mykhailo Kliap , Orest Khamula
• Automated Document Analysis for Quick Personal Health Record Creation 208-221
  Nataliya Boyko , Olena Pylypiv , Yulia Peleshchak , Yurii Kryvenchuk , Jaime Campos
• Using a Bayesian Network to Assess the Atmospheric Pollution Influence on Immunological Parameters 222-233
  Volodymyr Lytvynenko , Mariia Voronenko , Serge Sitalo , Oleg Boskin , Iryna Lurie , Nataliia Savinа , Yaroslav Tanasiichuk , Nataliia Krugla

Session 2. Information systems in medicine

• Classification and Recognition of Medical Images Based on the SGTM Neuroparadigm 234-245
  Viktor Khavalko , Ivan Tsmots , Anastasija Kostyniuk , Christine Strauss
• Information-Analytical Support to Medical Industry 246-257
  Ivan Tsmots , Vasyl Teslyuk , Anatolyi Batyuk , Viktor Khavalko , Andreas Mladenow
• Analysis of Medical Systems to Control the Driver's Condition to Improve Traffic Safety 258-267
  Mariya Nazarkevych , Vasyl Brytkovskyi , Michal Gregus
• Exploratory Analysis of Neuroblastoma Data Genes Expressions Based on Bioconductor Package Tools 268-279
  Sergii Babichev , Bohdan Durnyak , Vsevolod Senkivskyy , Oleksandr Sorochynskyi , Mykhailo Kliap , Orest Khamula
• Investigation of Mathematical Model of Acoustic Wave Propagation through Relax Environment in Ultrasound Diagnostics Problems 280-289
  Zinovii Nytrebych , Volodymyr Il’kiv , Oksana Malanchuk , Winfried Auzinger
• Intellectual Analysis of Making Decisions Tree in Information Systems of Screening Observation for Immunological Patients 281-296
  Lyubomyr Chyrun , Eugene Leshchynskyy , Vasyl Lytvyn , Antonii Rzheuskyi , Victoria Vysotska , Yuriy Borzov
• Synthesis Control System Physiological State of a Soldier on the Battlefield " 297-306
  Yurii Kryvenchuk , Ihor Helzynskyy , Tetiana Helzhynska , Nataliya Boyko , Roman Danel
• Fractal Distribution of Medical Data in Neural Network 307-318
  Nataliya Boyko , Maxim Kuba , Lesia Mochurad , Sergio Montenegro
• A Robust Model for Integration of Artificial Intelligence Methods in Patient Care 319-329
  Serge Dolgikh
• "Analysis of the Early Posttraumatic Period Pathophysiology in Case of the Severe Combined Thoracic Trauma Using Multivariate Logistic Regression" 330-339
  Myroslav Stupnytskyi , Viktor Zhukov , Tatyana Gorbach , Oleksii Biletskii , Hakan Kutucu
• Development of Genetic Methods for Predicting the Incidence of Volumes of Emissions of Pollutants in Air 340-353
  Аndrii Oliinyk , Ievgen Fedorchenko , Аlexandеr Stepanenko , Alexander Katschan , Yuliia Fedorchenko , Anastasia Kharchenko , Dmytro Goncharenko
• Methods and Models of Intellectual Processing of Texts for Building Ontologies of Software for Medical Terms Identification in Content Classification 354-368
  Vasyl Lytvyn , Yevhen Burov , Petro Kravets , Victoria Vysotska , Andriy Demchuk , Andrii Berko , Yuriy Ryshkovets , Serhii Shcherbak , Oleh Naum
• Medical News Aggregation and Ranking of Taking into Account the User Needs 369-382
  Nataliya Antonyuk , Lyubomyr Chyrun , Vasyl Andrunyk , Andrii Vasevych , Sofia Chyrun , Aleksandr Gozhyj , Irina Kalinina , Yuriy Borzov
• Determining the Probability of Heart Disease using Data Mining Methods 383-394
  Kseniia Bazilevych , Ievgen Meniailov , Kirill Fedulov , Sergey Goranina , Dmytro Chumachenko , Pavlo Pyrohov