IDDM C

33 papers

YearTitle / Authors
2025Proceedings of the 7th International Conference on Informatics & Data-Driven Medicine, Birmingham, United Kingdom, November 14-16, 2024.
Natalia Shakhovska, Jianbo Jiao, Ivan Izonin, Stéphane Chrétien
2024A Hybrid Inductive Model for Gene Expression Data Processing Using Spectral Clustering.
Sergii Babichev, Oleg Yarema, Ihor Liakh
2024A Self-Supervised Learning Approach for Detecting Brca Mutations in Breast Cancer Histopathological Images.
Fayçal Touazi, Djamel Gaceb, Chaima Belkadi, Besma Loubar
2024Application of Explainable AI to Healthcare: A Review.
Samuel Gbenga Faluyi, Yousra Chabchoub, Maurras Togbe, Jérémie Sublime
2024Architecture-Oriented Agent-Based Model (AOAM) for Optimizing Transport Evacuation Management and Emergency Medical Assistance in the Context of the War in Ukraine: Challenges and Prospects.
Tetiana Cherniavska, Bohdan Cherniavskyi
2024Artificial Intelligence in Medicine: Small Data Approach.
Ivan Izonin, Roman Tkachenko, Iryna Pliss, Yaroslav Tolstyak, Kyrylo Yemets, Olha Chala, Myroslav Havryliuk, Stéphane Chrétien
2024Artificial Intelligence-Based Method for Face Skin Diagnostic.
Olga Pavlova, Vitalii Alekseiko, Vladyslav Karabaieva, Andrii Kuzmin
2024Automated Radiology Report Generation From Chest X-Ray Images Using Chexnet and Transformer-Lstm Architecture.
Mohamed Adel, Mohamed Aborizka
2024Cloud-Based Approach on Genetic Data Imputation Parameters Optimization.
Pavlo Horun, Chirstine Strauss
2024Comparative Analysis of Convolutional Neural Networks and Rulebased Techniques for Epileptic Seizure Detection From Electroencephalograph Signals Using a Text Classification Approach.
Temitayo Balogun, Olufemi Akinyede, Sanuel Faluyi
2024Detection of Stress Using Photoplethysmography.
Yaroslav Strelchuk, Alina S. Nechyporenko, Marcus Frohme, Vitaliy Gargin, Andrii Lupyr, Victoriia Alekseeva
2024Development and Analysis of a Parallel Method for Detecting Chromosomal Translocations and Inversions in DNA Sequences.
Lesia I. Mochurad, Renata Vladyka
2024Development and Modeling of Parameter Areas of an Information System for Rehabilitation.
Solomiia Liaskovska, Yevgen Martyn, Andy T. Augousti, Svytoslav Kytsara
2024Ensemble Deep Learning of CNN vs Vision Transformers for Brain Lesion Classification on MRI Images.
Norelhouda Laribi, Djamel Gaceb, Fayçal Touazi, Abdellah Rezoug, Abdelmoumen Sahad, Massine Omar Reggai
2024Exploring the Role of Transformer-Based Language Models in Medical Transcript Summarization.
Mariia Zimokha, Kyrylo Yemets
2024Graph-Based Approaches for Multimodal Medical Data Processing.
Iryna Dymun, Oleh Basystiuk, Andriy Dumyn
2024Improving Unsupervised Graph-Based Skull Stripping: Enhancements and Comparative Analysis With State-Of-The-Art Methods.
Maria Popa, Anca Andreica
2024Intelligent Advisory Innovative Framework of Enhanced Doctor-Patient Interaction for Healthcare Providers.
Oles Telikhovskyi, Roman Komarnytsky, Vasyl Koval, Khrystyna Lipianina-Honcharenko, Vitaliy Dorosh, Mykola Telka
2024Internet of Robotic Things (IoRT) Approach to Lifelong Learning and Medical Education With Internet of Medical Things (IoMT).
Roman Hasko, Oleksandra Hasko, Hakan Kutucu
2024Learning With Small Data: What Can Be Inferred From Small Samples?
Serge Dolgikh, Oksana Mulesa, Volodymyr Sabadosh
2024MentSDet: Concept of Mobile-Oriented Multimodal Information System for Determining the Patient's Mental State.
Tetiana Hovorushchenko, Olha Hovorushchenko, Anatolii Korol, Valentyna Hnenna, Artem Boyarchuk
2024Method of Patients' Data Protection on the Instance of Chemotherapy Dosing Data for Ewing's Sarcoma Treatment.
Yurii Baryshev, Vladyslava Lanova
2024Microservices-Based Architecture for Biomedical Image Processing Software.
Oleh Berezsky, Oleh Pitsun, Grygory Melnyk, Hanna Poperechna
2024Modeling and Numerical Analysis of the Effects of Chemotherapy on the State of a Cancerous Tumour Based on Fractional-Order Derivatives.
Yaroslav Sokolovskyy, Olesia-Oksana Vilchynska, Andrii Mokrytskyi
2024Multiresolution Analysis of Poor Remote Photoplethysmography Signal Using Wavelet Transform.
Ihor Berezhnyi, Adrian Nakonechnyi
2024Optimization of Medical Logistics With Bee Colony Algorithms in Emergency, Military Conflict and Post-war Remediation Settings.
Tetiana Cherniavska, Bohdan Cherniavskyi, Tamar Sanikidze, Alexander Sharashenidze, Magda Tortladze, Maka Buleishvili
2024Research of Algorithms Based on Fractional Differential Derivatives for Improving Medical Images.
Yaroslav Sokolovskyy, Volodymyr Bereziuk, Maryana Levkovych, Mykhailo Paslavskyi
2024Resource-Efficient Solutions for Data Security at the Network Level of the Medical Internet of Things.
Inna Rozlomii, Andrii Yarmilko, Serhii Naumenko
2024Simulation of Influenza Dynamics With Lstm Deep Learning Model.
Mykola Butkevych, Ievgen Meniailov, Kseniia Bazilevych, Yurii Parfeniuk, Dmytro Chumachenko
2024Software for Anomaly Detection in MRI Images.
Yurii Oliinyk, Mariia Kapshuk, Leonid Oliinyk
2024Synthesis of Biomedical Images Based on Generative Intelligence Tools.
Oleh Berezsky, Petro Liashchynskyi, Grygoriy Melnyk, Maksym Dombrovskyi, Mykola Berezkyy
2024The Method of Intelligent Classification Based on Deep Associative Neural Networks.
Eugene Fedorov, Tetyana Utkina, Olga Nechyporenko, Maryna M. Leshchenko, Kostiantyn Rudakov, Ihor Zubko
2024Web-Based Melanoma Detection System Using Convolutional Neural Networks and Advanced Image Processing.
Sebastian Górecki, Wiktoria Duszczyk, Zuzanna Huda, Andrzej Faryna, Aleksandra Tatka