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5th IDDM 2022: Lyon, France
- Natalia Shakhovska, Stéphane Chrétien, Ivan Izonin, Jaime Campos:
Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18 - 20, 2022. CEUR Workshop Proceedings 3302, CEUR-WS.org 2022 - preface.
- Yevgeniy V. Bodyanskiy, Olha Chala, Ivan Izonin, Sergiy Popov:
Simple Neuro-Fuzzy System with Combined Learning for Pattern Recognition under Conditions of Short Training Set in Medical Diagnostics Tasks. 1-8 - Pavlo Radiuk, Oleksii Kovalchuk, Vitalii Slobodzian, Eduard Manziuk, Oleksander Barmak, Iurii Krak:
Human-in-the-Loop Approach Based on MRI and ECG for Healthcare Diagnosis. 9-20 - Jaime Campos:
Appraisal of Artificial Intelligence for Fall Prevention & Fall Risk Assessment. 21-34 - Serge Dolgikh:
Modeling of Small Data with Unsupervised Generative Ensemble Learning. 35-43 - Tetiana Hovorushchenko, Vitaliy Osyadlyi, Peter T. Popov, Tetiana Kysil:
The Structure of the Blockchain-Based Multi-Agent System for Secure Management of Medical Information. 44-55 - Nourredine Oukas, Abderrezak Djouabri, Menouar Boulif:
Evaluating Autonomous-Energy-Harvesting Device Lifetime for the Internet of Medical Things with a Petri Net Formulation Considering Battery SoH. 56-68 - Oleh Berezsky, Oleh Pitsun, Grygory Melnyk
, Yuriy Batko, Bohdan Derysh, Petro Liashchynskyi:
Application Of MLOps Practices For Biomedical Image Classification. 69-77 - Dmytro Chumachenko, Alina S. Nechyporenko, Marcus Frohme:
Impact of Russian War on COVID-19 Dynamics in Germany: the Simulation Study by Statistical Machine Learning. 78-85 - Elen Rodríguez, Elias Rodríguez, Luiz Nascimento, Aneirson Francisco da Silva, Fernando Augusto Silva Marins:
A Data-Driven Approach for Neonatal Mortality Rate Forecasting. 86-98 - Mykola Dyvak, Volodymyr Manzhula, Yulia Trufanova:
Interval Non-linear Model of Information Signal Characteristics Distribution for Detection of Recurrent Laryngeal Nerve during Thyroid Surgery. 99-107 - Alina S. Nechyporenko, Yevhen Hubarenko, Maryna Hubarenko, Violeta Kalnytska, Victoriia Alekseeva, Vitaliy Gargin:
Automatic Creation of Masks for Marking Histological Images of the Epithelium of the Paranasal Sinuses. 108-119 - Sergii Baranovsky, Andrii Bomba, Oksana Pryshchepa
Modelling the Biostimulation Effect on the Development of an Infectious Disease in View of Diffusion Perturbations and the Organism's Temperature Response. 120-127 - Viktor Reshetnik, Vadym Zherebkin, Galyna Semko, Andrii Lupyr, Victoriia Alekseeva, Rozana Nazaryan:
Implementation of Uncertainty Calculation Elicited from Paranasal Sinuses Bones' Structural Parameters for Various Approaches to Treat Recurrent Poliposus. 128-134
Session 2
- Oleh Berezsky, Petro Liashchynskyi, Oleh Pitsun, Pavlo Liashchynskyi, Mykola Berezkyy:
Comparison of Deep Neural Network Learning Algorithms for Biomedical Image Processing. 135-145 - Eugene E. Fedorov, Tetyana Utkina, Maryna M. Leshchenko, Olga Nechyporenko, Kostiantyn Rudakov:
The Intelligent Diagnosis Method of Covid-19 Based on the Lenet-Vit Deep Neural Network. 146-159 - Mamar Khaled, Djamel Gaceb, Fayçal Touazi, Ahmed Otsmane, Farouk Boutoutaou:
Progressive and Combined Deep Transfer Learning for pneumonia diagnosis in chest X-ray images. 160-173 - Yuriy Tymonin, Kateryna Molodetska:
Mathematical Models of Epidemic Dynamics to Simulate the Distribution of COVID-19. 174-183 - Ievgen Meniailov, Serhii Krivtsov, Tetyana Chumachenko:
Dimensionality Reduction of Data on Patients with Diabetes Mellitus by Multidimensional Scaling. 184-191 - Arvinte Rares, Diana Trandabat:
Predictability of Kidney Dialysis Survivability. 192-201 - Yelyzaveta Hnatchuk, Tetiana Hovorushchenko, Andrii Misiats, Alla Herts, Artem Boyarchuk:
Decision-Making Support for Necessity/Optionality/Contraindication of Vaccination against COVID-19 Considering Legal Norms. 202-213 - Yurii Oliinyk, Mykhailo Yazenok, Oleksandr Ocheretianyi, Igor Baklan, Kateryna Lishchuk, Elisa Beraudo:
ECG Analysis Software Library based on NLP and ML Methods. 214-226 - Oleksandr Zelinskyi, Vitaliy Horlatch, Yuri Lebedin, Yaryna Paslavska:
Solving the Problem of Antibody Grouping based on Crossinhibition Index using Hierarchical Clustering Methods. 227-235 - Olena Pavliuk, Myroslav Mishchuk:
A novel Deep-Learning model for Human Activity Recognition based on Continuous Wavelet Transform. 236-245 - Oleh Basystiuk, Nataliia Melnykova:
Multimodal Approaches for Natural Language Processing in Medical Data. 246-252 - Kirtee Panwar, Akansha Singh, Krishna Kant Singh:
DeepAdversaryDefense: A Deep Model to Identify and Prevent Adversarial Attacks against Medical Speech Recognition. 253-259 - Yaroslav Tolstyak, Myroslav Havryliuk:
An Assessment of the Transplant's Survival Level for Recipients after Kidney Transplantations using Cox Proportional-Hazards Model. 260-265 - Roman Hasko, Oleksandra Hasko, Christine Strauss, Stefania Vyshnevska:
MEdOps - Medical Education with Emphasis on Robotics. 266-271
Workshop on Trustworthy AI in Medicine and Healthcare
- Anastasiya Doroshenko:
Trustworthy AI in Medicine and Healthcare - abstract.
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