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ORCID2nd IDDM 2019: Lviv, Ukraine
- Nataliya Shakhovska, Ivan Izonin, Sergio Montenegro, Yannick Estève, Jaime Campos, Natalia Kryvinska:
Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), Lviv, Ukraine, November 11-13, 2019. CEUR Workshop Proceedings 2488, CEUR-WS.org 2019
Key note speaches
- Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala:
Online Hybrid Probabilistic-Fuzzy Clustering in Medical Data Mining Tasks. 1-15 - Oleh Berezsky, Oleh Pitsun, Taras Dolynyuk, Lesia Dubchak, Nadiya Savka, Grygoriy Melnyk
, Vasyl Teslyuk:
Cytological Image Classification Using Data Reduction. 16-29 - Petro Pukach, Volodymyr Il'kiv, Myroslava Vovk, Olha Slyusarchuk, Yulia Pukach, Yuriy Mylyan, Winfried Auzinger:
On the Mathematical Model of Nonlinear Vibrations of a Biologically Active Rod with Consideration of the Rheological Factor. 30-42 - Ihor Bodnarchuk, Nataliia Kunanets, Serhii V. Martsenko, Oleksandr Matsiuk, Anastasiia Matsiuk, Volodymyr Pasichnyk, Roman Tkachuk, Hryhorii Shymchuk:
Information System for Visual Analyzer Disease Diagnostics. 43-56 - Tetiana Hovorushchenko, Alla Herts, Yelyzaveta Hnatchuk:
Concept of Intelligent Decision Support System in the Legal Regulation of the Surrogate Motherhood. 57-68
Session 1. Artificial intelligence
- Oleg M. Berezsky, Lesia Dubchak, Natalia Batryn, Tamara Datsko, Kateryna Berezska, Oleh Pitsun, Yuri Batko:
Fuzzy System For Breast Disease Diagnosing Based On Image Analysis. 69-83 - Eugene Fedorov, Tetyana Utkina, Kostiantyn Rudakov, Andriy Lukashenko, Serhii Mitsenko, Maryna Chychuzhko, Valentyna Lukashenko:
A Method for Extracting a Breast Image from a Mammogram Based on Binarization, Scaling and Segmentation. 84-98 - Mariya Nazarkevych, Mykola Logoyda, Serhii Dmytruk, Yaroslav Voznyi, Olga Smotr:
Identification of Biometric Images Using Latent Elements. 99-108 - Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Tetiana Zaiko, Nataliia Gorobii:
Implementation of Selective Pressure Mechanism to Optimize Memory Consumption in the Synthesis of Neuromodels for Medical Diagnostics. 109-120 - Yaroslav Sokolovskyy, Iryna Boretska, Bogdana Gayvas, Igor Kroshnyy, Volodymyr Shymansky, Michal Gregus:
Mathematical Modeling of Heat Transfer in Anisotropic Biophysical Materials, Taking Into Account the Phase Transition Boundary. 121-132 - Yaroslav Sokolovskyy, Maryana Levkovych, Olha Mokrytska, Svitlana Yatsyshyn, Yaroslav Kaspryshyn, Christine Strauss:
Mathematical Models and Analysis of Deformation Processes in Biomaterials with Fractal Structure. 133-144 - Ivan Sokolovskyy, Natalia Shakhovska:
Statistical Modeling of Diffusion Processes with a Fractal Structure. 145-154 - Olha Ryabukha, Ivanna Dronyuk:
Applying Regression Analysis to Study the Interdependence of Thyroid, Adrenal Glands, Liver, and Body Weight in Hypothyroidism and Hyperthyroidism. 155-164 - Dmytro P. Kucherov, Galina Rosinska, Natalia Khalimon, Ludmila Onikienko:
Technique Medical Image Compression by Linear Algebra Methods. 165-174 - Ivanna Dronyuk, Olga Fedevych, Danylo Lizanets, Natalia Kryvinska:
An Overview of Ateb-Theory Mathematical Apparatus for Data Confidentiality in Medical Computer Networks. 175-184 - Tetiana Shmelova, Olexandr Sechkok:
Application Artificial Intelligence for Real-Time Monitoring, Diagnostics, and Correction Human State. 185-194 - Sergii Babichev, Bohdan Durnyak, Vsevolod Senkivskyy, Oleksandr Sorochynskyi, Mykhailo Kliap, Orest Khamula:
Technique of Gene Regulatory Networks Reconstruction Based on ARACNE Inference Algorithm. 195-207 - Nataliya Boyko, Olena Pylypiv, Yulia Peleshchak, Yurii Kryvenchuk, Jaime Campos:
Automated Document Analysis for Quick Personal Health Record Creation. 208-221 - Volodymyr Lytvynenko, Mariia Voronenko, Serge Sitalo, Oleg Boskin, Iryna Lurie, Natalia Savina, Yaroslav Tanasiichuk, Nataliia Krugla:
Using a Bayesian Network to Assess the Atmospheric Pollution Influence on Immunological Parameters. 222-233
Session 2. Information systems in medicine
- Viktor Khavalko, Ivan Tsmots, Anastasija Kostyniuk, Christine Strauss:
Classification and Recognition of Medical Images Based on the SGTM Neuroparadigm. 234-245 - Ivan Tsmots, Vasyl Teslyuk, Anatoliy Batyuk, Viktor Khavalko, Andreas Mladenow:
Information-Analytical Support to Medical Industry. 246-257 - Mariya Nazarkevych, Vasyl Brytkovskyi, Michal Gregus:
Analysis of Medical Systems to Control the Driver's Condition to Improve Traffic Safety. 258-267 - Sergii Babichev, Bohdan Durnyak, Vsevolod Senkivskyy, Oleksandr Sorochynskyi, Mykhailo Kliap, Orest Khamula:
Exploratory Analysis of Neuroblastoma Data Genes Expressions Based on Bioconductor Package Tools. 268-279 - Zinovii Nytrebych, Volodymyr Il'kiv, Oksana Malanchuk, Winfried Auzinger:
Investigation of Mathematical Model of Acoustic Wave Propagation through Relax Environment in Ultrasound Diagnostics Problems. 280-289 - Lyubomyr Chyrun, Eugene Leshchynskyy, Vasyl Lytvyn, Antonii Rzheuskyi, Victoria Vysotska, Yuriy Borzov:
Intellectual Analysis of Making Decisions Tree in Information Systems of Screening Observation for Immunological Patients. 281-296 - Yurii Kryvenchuk, Ihor Helzynskyy, Tetiana Helzhynska, Nataliya Boyko, Roman Danel:
Synthesis Control System Physiological State of a Soldier on the Battlefield ". 297-306 - Nataliya Boyko, Maxim Kuba, Lesia I. Mochurad, Sergio Montenegro:
Fractal Distribution of Medical Data in Neural Network. 307-318 - Serge Dolgikh:
A Robust Model for Integration of Artificial Intelligence Methods in Patient Care. 319-329 - Myroslav Stupnytskyi, Viktor Zhukov, Tatyana Gorbach, Oleksii Biletskii, Hakan Kutucu:
"Analysis of the Early Posttraumatic Period Pathophysiology in Case of the Severe Combined Thoracic Trauma Using Multivariate Logistic Regression". 330-339 - Andrii O. Oliinyk, Ievgen Fedorchenko, Alexandr Stepanenko, Alexander Katschan, Yuliia Fedorchenko, Anastasia Kharchenko, Dmytro Goncharenko:
Development of Genetic Methods for Predicting the Incidence of Volumes of Emissions of Pollutants in Air. 340-353 - Vasyl Lytvyn, Yevhen Burov, Petro Kravets, Victoria Vysotska, Andriy Demchuk, Andrii Berko, Yuriy Ryshkovets, Serhii Shcherbak, Oleh Naum:
Methods and Models of Intellectual Processing of Texts for Building Ontologies of Software for Medical Terms Identification in Content Classification. 354-368 - Nataliya Antonyuk, Lyubomyr Chyrun, Vasyl Andrunyk, Andrii Vasevych, Sofia Chyrun, Aleksandr Gozhyj, Irina Kalinina, Yuriy Borzov:
Medical News Aggregation and Ranking of Taking into Account the User Needs. 369-382 - Kseniia Bazilevych, Ievgen Meniailov, Kirill Fedulov, Sergey Goranina, Dmytro Chumachenko, Pavlo Pyrohov:
Determining the Probability of Heart Disease using Data Mining Methods. 383-394
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