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 | 258 | 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 | 198 | 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 | 162 | 2023 |
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 | 153 | 2014 |
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 | 125 | 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 | 118 | 2020 |
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 | 117 | 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 | 112 | 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 | 96 | 2021 |
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 | 95 | 2022 |
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 | 86 | 2019 |
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 | 72 | 2013 |
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 | 70 | 2023 |
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 | 59 | 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 | 47* | 2022 |
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 | 39 | 2024 |
Illumination invariant optical flow using neighborhood descriptors S Ali, C Daul, E Galbrun, W Blondel Computer Vision and Image Understanding 145, 95-110, 2016 | 37 | 2016 |
A pilot study on automatic three-dimensional quantification of Barrett’s esophagus for risk stratification and therapy monitoring S Ali, A Bailey, S Ash, M Haghighat, P Allan, T Ambrose, ... Gastroenterology 161 (3), 865-878. e8, 2021 | 33* | 2021 |
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 | 33 | 2021 |
Automated detection of microaneurysms using robust blob descriptors K Adal, S Ali, D Sidibé, T Karnowski, E Chaum, F Mériaudeau Medical Imaging 2013: Computer-Aided Diagnosis 8670, 158-164, 2013 | 29 | 2013 |