| 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 | 198 | 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 | 64 | 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 | 41 | 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 | 24 | 2017 |
| 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 | 23 | 2020 |
| 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 | 21 | 2020 |
| 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 (1), 2026962, 2018 | 20* | 2018 |
| 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 | 17 | 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 | 12 | 2021 |
| Fuzzy similarity phrases for interpretable data classification MD Vasilakakis, DK Iakovidis Information Sciences 624, 881-907, 2023 | 8 | 2023 |
| 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 | 7 | 2022 |
| 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 | 6 | 2022 |
| Constructive Fuzzy Cognitive Map for Depression Severity Estimation. G Sovatzidi, M Vasilakakis, DK Iakovidis MIE, 485-489, 2022 | 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 | 5 | 2022 |
| A Constructive Fuzzy Representation Model for Heart Data Classification MD Vasilakakis, DK Iakovidis, G Koulaouzidis Public Health and Informatics, 13-17, 2021 | 5 | 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 | 5 | 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 | 4 | 2022 |
| Towards the Interpretation of Multi-Label Image Classification Using Transformers and Fuzzy Cognitive Maps G Sovatzidi, MD Vasilakakis, DK Iakovidis 2023 IEEE International Conference on Fuzzy Systems (FUZZ), 1-7, 2023 | 2 | 2023 |
| 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 | 2 | 2021 |
| 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 | 1 | 2022 |
