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3rd IDDM 2020: Växjö, Sweden
- Nataliya Shakhovska, Jaime Campos, Nataliia Melnykova, Ivan Izonin:
Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19 - 21, 2020. CEUR Workshop Proceedings 2753, CEUR-WS.org 2020
Keynote
- Abdel-Badeeh M. Salem:
Intelligence Science in Digital Healthcare Systems.
Plenary Session
- Serge Dolgikh:
Identifying Explosive Epidemiological Cases with Unsupervised Machine Learning. 1-10 - Iurii Krak, Olexander Barmak, Pavlo Radiuk:
Information Technology for Early Diagnosis of Pneumonia on Individual Radiographs. 11-21 - Vassili Kovalev, Valery Malyshev, Artem Piddubnyi, Alona Moskalenko, Anatolii Romaniuk:
Isolation of Tumor Areas of Histological Images for Assessment of Quantitative Parameters. 22-28 - Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala:
Probabilistic Neuro-Fuzzy System in Medical Diagnostic Task and its Lazy Learning-Selflearning. 29-35 - Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj:
Methodology of Constructing Statistical Models for Nonlinear Non-stationary Processes in Medical Diagnostic Systems. 36-45 - Tetiana Shmelova, Abdel-Badeeh M. Salem, Volodymyr Smolanka, Oleksandr Sechko:
Collaborative Deterministic and Stochastic Decision-Making Models in Health Care. 46-55
Session 1: Artificial intelligence
- Alexander Nakonechnyi, Vasyl P. Martsenyuk, Andrii Sverstiuk, Yevhen Davydenko, Igor Andrushchak, Igor Loiko:
Network Modeling of Coexistence of Virus Strains Admitting Chaotic Behavior. 56-61 - Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Tetiana Zaiko, Serhii Shylo, Viktor Lytvyn:
Sequencing for Encoding in Neuroevolutionary Synthesis of Neural Network Models for Medical Diagnosis. 62-71 - Zinovii Nytrebych, Volodymyr Il'kiv, Oksana Malanchuk:
On the Modeling Process of Ultrasonic Wave Propagation in a Relaxation Medium by the Three-Point in Time Problem. 72-81 - Eugene Fedorov, Tetyana Utkina, Kostiantyn Rudakov, Andriy Lukashenko, Ihor Zubko, Michal Gregus ml.:
Processing Methods and ECG Signal Recognition Model. 82-93 - Ievgen Fedorchenko, Andrii O. Oliinyk, Alexander Stepanenko, Tetiana Fedoronchak, Yuliia Fedorchenko, Anastasia Kharchenko, Dmytro Goncharenko:
Development of a Genetic Method for Image Recognition in the Form of Radiographs. 94-107 - Serhii V. Holub, Andriy Dorofeyev, Gulustan Babayeva, Svitlana Kunitskaya, Oleg Ananiin:
The Use of The Results of Intellectual Monitoring in The Practice of Treatment of Inflammatory Bowel Diseases. 108-118 - Andriy Bomba, Sergii Baranovsky, Mykola Pasychnyk, Kateryna Malash:
Modeling of Infectious Disease Dynamics under the Conditions of Spatial Perturbations and Taking into account Impulse Effects. 119-128 - Oleh Berezsky, Oleh Pitsun, Tamara Datsko, Bohdan Derysh, Ivan Tsmots, Vasyl Teslyuk:
Specified Diagnosis of Breast Cancer on the basis of Immunogistochemical Images Analysis. 129-135 - Petro Pukach, Myroslava Vovk, Yuriy Mylyan, Halyna Bilushchak, Pavlo Pukach:
On One Nonlinear Mathematical Model of Blood Circulation with the Vessel Walls Reaction within the Hereditary Theory. 136-141 - Tetiana Hovorushchenko, Yelyzaveta Hnatchuk, Alla Herts:
Decision-Making about Conclusion of Contractual Obligations in the Field of Medical Services. 142-148 - Petro Onyskiv, Iaroslav V. Lytvynenko, Serhii A. Lupenko, Andriy Zozulia:
Mathematical Modeling And Processing Of High Resolution Rhythmocardio Signal Based On A Vector Of Stationary And Stationary Related Random Sequences. 149-155 - Lesia I. Mochurad, Mariia Yatskiv:
Simulation of a Human Operator's Response to Stressors under Production Conditions. 156-169 - leksandr Grytsenko, Petro Pukach, Oleh Suberlyak, Ivan Gaydos, Mykola Kushnirchuk, Bohdan Berezhnyy:
Mathematical Modeling and Optimization of Technological Parameters of the Obtaining Process of Hydrogel Medical Dressings. 170-177 - Maryna Stasevych, Viktor Zvarych, Volodymyr Novikov:
A Computational Approach in the Search of New Biologically Active 9, 10-Anthraquinone Derivatives. 178-185 - Yaroslav Matviychuk, Nataliya Shakhovska:
Mathematical Model Reduction Principle Development. 186-196 - Maksym Zaliskyi, Roman Odarchenko, Yuliia Petrova, Maksim Iavich, Irakli Pirtskhalava:
Mathematical Model Building for COVID-19 Diseases Data in European Countries. 197-208 - Ivan Izonin, Roman Tkachenko, Liliia Ryvak, Khrystyna Zub, Mariya Rashkevych, Olena Pavlyuk:
Addressing Medical Diagnostics Issues: Essential Aspects of the PNN-based Approach. 209-218 - Vitaliy Yakovyna, Natalya Shakhovska, Khrystyna Shakhovska, Jaime Campos:
Recommendation Rules Mining for Reducing the Spread of COVID-19 Cases. 219-229 - Nataliya Boyko, Karina Boksho:
Application of the Naive Bayesian Classifier in Work on Sentimental Analysis of Medical Data. 230-239 - Olga O. Mezentseva, Oleksii Kolesnikov, Kateryna Kolesnikova:
Development of a Markov Model of Changes in Patients' Health Conditions in Medical Projects. 240-251 - Vasyl Sheketa, Mykola Pasyeka, Nelly Lysenko, Oleksandra Lysenko, Nadia Pasieka, Yulia Romanyshyn:
Neural Networks in Intelligent Analysis Medical Data for Decision Support. 252-264
Session 2: Information systems in medicine
- Sergiy Yakovlev, Kseniia Bazilevych, Dmytro Chumachenko, Tetyana Chumachenko, Leonid Hulianytskyi, Ievgen Meniailov, Anton Tkachenko:
The Concept of Developing a Decision Support System for the Epidemic Morbidity Control. 265-274 - Alina S. Nechyporenko, Viktor Reshetnik, Denys Shyian, Victoriia Alekseeva, Radiy Radutny, Vitaliy Gargin:
Solutions to the 3D Model Problem of Pressure Measurement in the Area of Maxillary Sinus Anastomosis. 275-284 - Olha Marushchak, Rostyslav Kosarevych:
Designing of Information Model for Prediction of Drug-drug Interactions based on Calculation of Target and Therapeutic Similarity. 285-291 - Kateryna Molodetska, Yuriy Tymonin:
Mathematical Modeling Covid-19 Wave Structure of Distribution. 292-301 - Dalia Rizk, Hoda Hosny, El-Sayed M. El-Horbaty, Abdel-Badeeh M. Salem:
A Study on Cloud Computing Architectures for Smart Healthcare Services. 302-310 - Oksana Matsyura, Olena Borysiuk, Lesya Besh, Svitlana Zubchenko, Natalia Lukyanenko, Taras Gutor, Oksana Kovalska, Bertine M. J. Flokstra-de Blok:
Translation, Adaptation and Initial Validation of the Food Allergy Quality of Life Questionnaire - Child Form (8 - 12 Years) in Ukrainan Language. 311-322 - Olha Ryabukha, Ivanna Dronyuk:
Applying of Information Technologies for Study of the Thyroid Gland Follicular Thyrocytes' Synthetic Activity. 323-237 - Nataliya Boyko, Bohdan Mandych:
Technologies of Object Recognition in Space for Visually Impaired People. 338-347 - Karina Melnyk, Natalia Borysova, Svetlana Ershova:
Methodology of Disease Risk Assessment. 348-359 - Volodymyr Shymanskyi, Yaroslav Sokolovskyy:
Variational Formulation of Viscoelastic Problem in Biomaterials with Fractal Structure. 360-369 - Serhii A. Lupenko, Oleksandra Orobchuk, Igor Kateryniuk:
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 - Yaroslav Sokolovskyy, Volodymyr Shymanskyi, Maryana Levkovych, Ivan Sokolovskyy, Jaime Campos:
Mathematical Modeling of Rheological Behavior of Anisotropic Biomaterials with Taking Into Account Effects of Memory and Self-organization. 377-386 - Nataliia Kunanets, Volodymyr Pasichnyk, Petro Kravets, Yaroslav Kis, Roksolana Havryliv, Antonii Rzheuskyi:
Information Technology Platform of "Smart" Dental Clinic. 387-396 - Roman Kaminskyy, Natalia Kryvinska:
Simulation of Human-Operator Behavior in Solving Intellectual Problems during Control of Technological Processes in Stresses. 397-404 - Nataliya Boyko, Nazar Tkachuk:
Processing of Medical Different Types of Data Using Hadoop and Java MapReduce. 405-414 - Vasyl Lytvyn, Andrii Hryhorovych, Viktor Hryhorovych, Lyubomyr Chyrun, Victoria Vysotska, Myroslava Bublyk:
Medical Content Processing in Intelligent System of District Therapist. 415-429 - Bohdan Yavorskyy, Myhaylo Bachynskyi:
Specification of Information Technology for Non Invasive Prediction and Correction of Functional State of Human in Complex Conditions. 430-436 - Yuriy Bashtyk, Jaime Campos, Andriy Fechan, Sviatoslav Konstantyniv, Vitaliy Yakovyna:
Computer Monitoring of Physical and Chemical Parameters of the Environment Using Computer Vision Systems: Problems and Prospects. 437-442 - Askold Kucher, Oksana Boyko, Kateryna Ilkanych, Andriy Fechana, Natalya Shakhovska:
Retrospective Analysis by Multifactor Regression in the Evaluation of the Results of Fine-needle Aspiration Biopsy of Thyroid Nodules. 443-447 - Tetiana Shestakevych, Vasyl Andrunyk:
A Two-step Approach in Expert Evaluation of Correctional Information Technologies for Students with Autism Spectrum Disorders. 448-457 - Myroslava Bublyk, Vasyl Lytvyn, Victoria Vysotska, Lyubomyr Chyrun, Yurii Matseliukh, Nataliia Sokulska:
The Decision Tree Usage for the Results Analysis of the Psychophysiological Testing. 458-472 - Nataliia Melnykova, Natalya Shakhovska, Volodymyr Melnykov, Mykola Logoyda, Yulia Peleshchak:
The Problem of Analysing the Relationships between Individual Characteristics of Individuals with COVID'19. 473-482
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