| Real-time polyp detection, localization and segmentation in colonoscopy using deep learning D Jha, S Ali, NK Tomar, HD Johansen, D Johansen, J Rittscher, ... Ieee Access 9, 40496-40510, 2021 | 433 | 2021 |
| MSRF-Net: A multi-scale residual fusion network for biomedical image segmentation A Srivastava, D Jha, S Chanda, U Pal, HD Johansen, D Johansen, ... IEEE Journal of Biomedical and Health Informatics 26 (5), 2252-2263, 2021 | 372 | 2021 |
| Fanet: A feedback attention network for improved biomedical image segmentation NK Tomar, D Jha, MA Riegler, HD Johansen, D Johansen, J Rittscher, ... IEEE Transactions on Neural Networks and Learning Systems 34 (11), 9375-9388, 2023 | 304 | 2023 |
| TGANet: Text-guided attention for improved polyp segmentation NK Tomar, D Jha, U Bagci, S Ali Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 …, 2022 | 251 | 2022 |
| 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 | 199 | 2023 |
| 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 | 199 | 2021 |
| DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation NK Tomar, D Jha, S Ali, HD Johansen, D Johansen, MA Riegler, ... ICPR International Workshops and Challenges ICPR 2021 12668, 307-314, 2020 | 181 | 2020 |
| A deep learning framework for quality assessment and restoration in video endoscopy S Ali, F Zhou, A Bailey, B Braden, JE East, X Lu, J Rittscher Medical Image Analysis 68, 101900, 2021 | 169 | 2021 |
| Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy D Jha, S Ali, K Emanuelsen, SA Hicks, E Garcia-Ceja, MA Riegler, ... MultiMedia Modeling. MMM 2021 12573, 218--229, 2021 | 167 | 2021 |
| Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning KM Adal, D Sidibé, S Ali, E Chaum, TP Karnowski, F Mériaudeau Computer methods and programs in biomedicine 114 (1), 1-10, 2014 | 163 | 2014 |
| An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy S Ali, F Zhou, B Braden, A Bailey, S Yang, G Cheng, P Zhang, X Li, ... Scientific Reports 10, 1-21, 2020 | 154 | 2020 |
| Endoscopy artifact detection (EAD 2019) challenge dataset S Ali, F Zhou, C Daul, B Braden, A Bailey, S Realdon, J East, ... arXiv preprint arXiv:1905.03209, 2019 | 104 | 2019 |
| 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 | 95 | 2024 |
| Nanonet: Real-time polyp segmentation in video capsule endoscopy and colonoscopy D Jha, NK Tomar, S Ali, MA Riegler, HD Johansen, D Johansen, ... 2021 IEEE 34th International Symposium on Computer-Based Medical Systems …, 2021 | 95 | 2021 |
| Meta-learning with implicit gradients in a few-shot setting for medical image segmentation R Khadka, D Jha, S Hicks, V Thambawita, MA Riegler, S Ali, P Halvorsen Computers in Biology and Medicine 143, 105227, 2022 | 86* | 2022 |
| Statistical atlas based exudate segmentation S Ali, D Sidibé, KM Adal, L Giancardo, E Chaum, TP Karnowski, ... Computerized Medical Imaging and Graphics 37 (5-6), 358-368, 2013 | 75 | 2013 |
| Where do we stand in AI for endoscopic image analysis? Deciphering gaps and future directions S Ali npj Digital Medicine 5, 184, 2022 | 68 | 2022 |
| A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging D Jha, S Ali, S Hicks, V Thambawita, H Borgli, PH Smedsrud, T de Lange, ... Medical image analysis 70, 102007, 2021 | 59 | 2021 |
| Biomedical image analysis competitions: The state of current participation practice M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ... arXiv preprint arXiv:2212.08568, 2022 | 48 | 2022 |
| Real-time instance segmentation of surgical instruments using attention and multi-scale feature fusion JCÁ Cerón, GO Ruiz, L Chang, S Ali Medical Image Analysis 81, 102569, 2022 | 48 | 2022 |
Rittscher JensDepartment of Engineering Science, University of Oxford, UKVerified email at rittscher.org
