Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy S Ali, M Dmitrieva, N Ghatwary, S Bano, G Polat, A Temizel, A Krenzer, ... Medical image analysis 70, 102002, 2021 | 136 | 2021 |
A multi-centre polyp detection and segmentation dataset for generalisability assessment S Ali, D Jha, N Ghatwary, S Realdon, R Cannizzaro, OE Salem, ... Scientific Data 10 (1), 75, 2023 | 111 | 2023 |
Early esophageal adenocarcinoma detection using deep learning methods N Ghatwary, M Zolgharni, X Ye International journal of computer assisted radiology and surgery 14, 611-621, 2019 | 95 | 2019 |
Esophageal abnormality detection using densenet based faster r-cnn with gabor features N Ghatwary, X Ye, M Zolgharni IEEE Access 7, 84374-84385, 2019 | 78 | 2019 |
Standalone performance of artificial intelligence for upper GI neoplasia: a meta-analysis J Arribas, G Antonelli, L Frazzoni, L Fuccio, A Ebigbo, F van der Sommen, ... Gut 70 (8), 1458-1468, 2021 | 71 | 2021 |
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge S Ali, N Ghatwary, D Jha, E Isik-Polat, G Polat, C Yang, W Li, A Galdran, ... Scientific Reports 14 (1), 2032, 2024 | 66 | 2024 |
Endoscopy disease detection challenge 2020 S Ali, N Ghatwary, B Braden, D Lamarque, A Bailey, S Realdon, ... arXiv preprint arXiv:2003.03376, 2020 | 33 | 2020 |
Why is the winner the best? M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, S Ali, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 27 | 2023 |
Learning spatiotemporal features for esophageal abnormality detection from endoscopic videos N Ghatwary, M Zolgharni, F Janan, X Ye IEEE Journal of Biomedical and Health Informatics 25 (1), 131-142, 2020 | 26 | 2020 |
Adaptive video watermarking integrating a fuzzy wavelet-based human visual system perceptual model SM Youssef, AA ElFarag, NM Ghatwary Multimedia tools and applications 73 (3), 1545-1573, 2014 | 25 | 2014 |
In-vivo Barrett’s esophagus digital pathology stage classification through feature enhancement of confocal laser endomicroscopy N Ghatwary, A Ahmed, E Grisan, H Jalab, L Bidaut, X Ye Journal of Medical Imaging 6 (1), 014502-014502, 2019 | 16 | 2019 |
Automatic grade classification of Barretts Esophagus through feature enhancement N Ghatwary, A Ahmed, X Ye, H Jalab SPIE Medical Imaging, 1013433-1 - 1013433-8, 2017 | 15 | 2017 |
Automated detection of Barrett’s esophagus using endoscopic images: a survey N Ghatwary, A Ahmed, X Ye Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017 …, 2017 | 11 | 2017 |
A translational pathway of deep learning methods in gastrointestinal endoscopy S Ali, M Dmitrieva, N Ghatwary, S Bano, G Polat, A Temizel, A Krenzer, ... arXiv preprint arXiv:2010.06034 5 (6), 7, 2020 | 8 | 2020 |
Endoscopy Disease Detection and Segmentation (EDD2020) S Ali, B Braden, D Lamarque, S Realdon, A Bailey, R Cannizzaro, ... IEEE DataPort, 2020 | 7 | 2020 |
Liver CT enhancement using fractional differentiation and integration N Ghatwary, A Ahmed, H Jalab Int. Conf. Signal and Image Eng 1, 2016 | 7 | 2016 |
Myositis detection from muscle ultrasound images using a proposed yolo-cse model AH Ahmed, SM Youssef, N Ghatwary, MA Ahmed IEEE Access 11, 107533-107547, 2023 | 5 | 2023 |
Intelligent assistance system for visually impaired/blind people (ISVB) N Ghatwary, A Abouzeina, A Kantoush, B Eltawil, M Ramadan, M Yasser 2022 5th International Conference on Communications, Signal Processing, and …, 2022 | 5 | 2022 |
Gfd faster r-cnn: Gabor fractal densenet faster r-cnn for automatic detection of esophageal abnormalities in endoscopic images N Ghatwary, M Zolgharni, X Ye Machine Learning in Medical Imaging: 10th International Workshop, MLMI 2019 …, 2019 | 5 | 2019 |
Endoscopic computer vision challenges 2.0. S Ali, NM Ghatwary EndoCV@ ISBI, 5-8, 2022 | 4 | 2022 |