Michalis A. Savelonas

University of Thessaly — Greece

Computer Science · Physical Sciences

18h-index940citations74works0.72yr avg
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Research Topics

Medical Image Segmentation Techniques(23), AI in cancer detection(18), Image Retrieval and Classification Techniques(12), Radiomics and Machine Learning in Medical Imaging(11), Advanced Image and Video Retrieval Techniques(10)

Publications74 total

"UTH denoising benchmark"
IEEE DataPort·2025Open Access
Leveraging Unlabeled Scans for NCCT Image Segmentation in Early Stroke Diagnosis: A Semi-Supervised GAN Approach
ArXiv.org·2025Open Access
Leveraging Unlabeled Scans for NCCT Image Segmentation in Early Stroke Diagnosis: A Semi-Supervised GAN Approach
2025
An Overview of AI-Guided Thyroid Ultrasound Image Segmentation and Classification for Nodule Assessment
Big Data and Cognitive Computing·2025· 1 citedOpen Access
Leveraging Unlabeled Scans for NCCT Image Segmentation in Early Stroke Diagnosis: A Semi-Supervised GAN Approach
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Leveraging Unlabeled Scans for NCCT Image Segmentation in Early Stroke Diagnosis: A Semi-Supervised GAN Approach
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Editorial: Advances in biomedical image segmentation and analysis using deep learning
Frontiers in Signal Processing·2024Open Access
TransLevelSet: Integrating vision transformers with level-sets for medical image segmentation
Neurocomputing·2024· 4 cited
Self-attention-driven retrieval of chest CT images for COVID-19 assessment
Biomedical Physics & Engineering Express·2024· 1 citedOpen Access
Bimodal Active Shape Models for Cervical Vertebrae and Spinal Canal Boundary Extraction
2023Open Access
SUShe: simple unsupervised shadow removal
Multimedia Tools and Applications·2023· 9 citedOpen Access
Computer Vision and Pattern Recognition for the Analysis of 2D/3D Remote Sensing Data in Geoscience: A Survey
Remote Sensing·2022· 26 citedOpen Access
Vertebrae, IVD and spinal canal boundary extraction on MRI, utilizing CT-trained active shape models
International Journal of Computer Assisted Radiology and Surgery·2021· 4 cited
Hybrid Representation of Sensor Data for the Classification of Driving Behaviour
Applied Sciences·2021· 12 citedOpen Access
PU learning-based recognition of structural elements in architectural floor plans
Multimedia Tools and Applications·2021· 5 cited
H-V Shadow Detection Based on Electromagnetism-Like Optimization
2020· 3 cited
An Image-Based Approach for Classification of Driving Behaviour Using CNNs
Advances in intelligent systems and computing·2020· 4 cited
Hybrid Time-series Representation for the Classification of Driving Behaviour
2020· 6 cited
Image Segmentation based on Determinative Brain Storm optimization
2020· 4 cited
Bimodal CT/MRI-Based Segmentation Method for Intervertebral Disc Boundary Extraction
Information·2020· 7 citedOpen Access
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Frequent Co-authors

Dimitris Maroulis(21), Dimitris K. Iakovidis(18), S.A. Karkanis(10), Ioannis Pratikakis(10), Eleftheria A. Mylona(8), Konstantinos Sfikas(7), Nikos Dimitropoulos(5), Evaggelos Spyrou(5), Anestis Koutsoudis(3), Theoharis Theoharis(3), Dimitris Mantzekis(3), Dimitra-Christina C. Koutsiou(3), Ioannis Legakis(2), Spiros Chountasis(2), Kristen Trett(2), William Shain(2), Badrinath Roysam(2), George Papamichalis(2), Fotis Arnaoutoglou(2), Ioannis Vernikos(2)