Michael Vasilakakis
Michael Vasilakakis
Postdoctoral Researcher, University of Thessaly
Verified email at - Homepage
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Detecting and locating gastrointestinal anomalies using deep learning and iterative cluster unification
DK Iakovidis, SV Georgakopoulos, M Vasilakakis, A Koulaouzidis, ...
IEEE transactions on medical imaging 37 (10), 2196-2210, 2018
Weakly-supervised convolutional learning for detection of inflammatory gastrointestinal lesions
SV Georgakopoulos, DK Iakovidis, M Vasilakakis, VP Plagianakos, ...
2016 IEEE international conference on imaging systems and techniques (IST …, 2016
Follow-up on: optimizing lesion detection in small bowel capsule endoscopy and beyond: from present problems to future solutions
M Vasilakakis, A Koulaouzidis, DE Yung, JN Plevris, E Toth, DK Iakovidis
Expert review of gastroenterology & hepatology 13 (2), 129-141, 2019
Weakly-supervised lesion detection in video capsule endoscopy based on a bag-of-colour features model
M Vasilakakis, DK Iakovidis, E Spyrou, A Koulaouzidis
Computer-Assisted and Robotic Endoscopy: Third International Workshop, CARE …, 2017
DINOSARC: Color features based on selective aggregation of chromatic image components for wireless capsule endoscopy
MD Vasilakakis, DK Iakovidis, E Spyrou, A Koulaouzidis
Computational and mathematical methods in medicine 2018, 2018
Weakly supervised multilabel classification for semantic interpretation of endoscopy video frames
MD Vasilakakis, D Diamantis, E Spyrou, A Koulaouzidis, DK Iakovidis
Evolving Systems 11 (3), 409-421, 2020
The future of capsule endoscopy in clinical practice: from diagnostic to therapeutic experimental prototype capsules
M Vasilakakis, A Koulaouzidis, W Marlicz, D Iakovidis
Gastroenterology Review/Przegląd Gastroenterologiczny 15 (3), 179-193, 2020
Bone fracture identification in x-ray images using fuzzy wavelet features
M Vasilakakis, V Iosifidou, P Fragkaki, D Iakovidis
2019 IEEE 19th International Conference on Bioinformatics and Bioengineering …, 2019
Explainable classification of weakly annotated wireless capsule endoscopy images based on a fuzzy bag-of-colour features model and brain storm optimization
M Vasilakakis, G Sovatzidi, DK Iakovidis
International Conference on Medical Image Computing and Computer-Assisted …, 2021
Fuzzy similarity phrases for interpretable data classification
MD Vasilakakis, DK Iakovidis
Information Sciences 624, 881-907, 2023
IF3: An Interpretable Feature Fusion Framework for Lesion Risk Assessment Based on Auto-constructed Fuzzy Cognitive Maps
G Sovatzidi, MD Vasilakakis, DK Iakovidis
MICCAI Workshop on Cancer Prevention through Early Detection, 77-86, 2022
Constructive Fuzzy Cognitive Map for Depression Severity Estimation.
G Sovatzidi, M Vasilakakis, DK Iakovidis
MIE, 485-489, 2022
A Constructive Fuzzy Representation Model for Heart Data Classification.
MD Vasilakakis, DK Iakovidis, G Koulaouzidis
MIE, 13-17, 2021
Beyond lesion detection: towards semantic interpretation of endoscopy videos
MD Vasilakakis, DK Iakovidis, E Spyrou, D Chatzis, A Koulaouzidis
Engineering Applications of Neural Networks: 18th International Conference …, 2017
Automatic fuzzy graph construction for interpretable image classification
G Sovatzidi, MD Vasilakakis, DK Iakovidis
2022 IEEE International Conference on Image Processing (ICIP), 3743-3747, 2022
Fuzzy cognitive maps for interpretable image-based classification
G Sovatzidi, MD Vasilakakis, DK Iakovidis
2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2022
Multimodal video summarization based on fuzzy similarity features
T Psallidas, MD Vasilakakis, E Spyrou, DK Iakovidis
2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022
ENORASI Assistive Computer Vision-based System for the Visually Impaired: A User Evaluation Study
A Mitsou, DCC Koutsiou, DE Diamantis, T Psallidas, G Dimas, ...
Proceedings of the 15th International Conference on PErvasive Technologies …, 2022
Explainable Fuzzy Texture Words Model for Automatic Bone Fracture Identification
G Sovatzidi, P Gatoula, MD Vasilakakis, DK Iakovidis
2021 IEEE International Conference on Imaging Systems and Techniques (IST), 1-6, 2021
Automatic Fuzzy Cognitive Maps for Explainable Image-based Pneumonia Detection
G Sovatzidi, M Vasilakakis, D Iakovidis
Proceedings of the 27th Pan-Hellenic Conference on Progress in Computing and …, 2023
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