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Patch-level instance-group discrimination with pretext-invariant learning for colitis scoring


Jul 11, 2022
Ziang Xu, Sharib Ali, Soumya Gupta, Simon Leedham, James E East, Jens Rittscher

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* 11 

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Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge


Feb 24, 2022
Sharib Ali, Noha Ghatwary, Debesh Jha, Ece Isik-Polat, Gorkem Polat, Chen Yang, Wuyang Li, Adrian Galdran, Miguel-Ángel González Ballester, Vajira Thambawita, Steven Hicks, Sahadev Poudel, Sang-Woong Lee, Ziyi Jin, Tianyuan Gan, ChengHui Yu, JiangPeng Yan, Doyeob Yeo, Hyunseok Lee, Nikhil Kumar Tomar, Mahmood Haithmi, Amr Ahmed, Michael A. Riegler, Christian Daul, Pål Halvorsen, Jens Rittscher, Osama E. Salem, Dominique Lamarque, Renato Cannizzaro, Stefano Realdon, Thomas de Lange, James E. East

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* 26 pages 

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A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples


Feb 01, 2022
Natalia Garcia Martin, Stefano Malacrino, Marta Wojciechowska, Leticia Campo, Helen Jones, David C. Wedge, Chris Holmes, Korsuk Sirinukunwattana, Heba Sailem, Clare Verrill, Jens Rittscher

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EndoUDA: A modality independent segmentation approach for endoscopy imaging


Jul 12, 2021
Numan Celik, Sharib Ali, Soumya Gupta, Barbara Braden, Jens Rittscher

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* 10 pages, 3 figures, 3 tables. Accepted for MICCAI 2021 

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PolypGen: A multi-center polyp detection and segmentation dataset for generalisability assessment


Jun 08, 2021
Sharib Ali, Debesh Jha, Noha Ghatwary, Stefano Realdon, Renato Cannizzaro, Osama E. Salem, Dominique Lamarque, Christian Daul, Kim V. Anonsen, Michael A. Riegler, Pål Halvorsen, Jens Rittscher, Thomas de Lange, James E. East

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* 14 pages 

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Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy


Apr 02, 2021
Soumya Gupta, Sharib Ali, Louise Goldsmith, Ben Turney, Jens Rittscher

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* 18 pages, 5 figures 

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FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation


Mar 31, 2021
Nikhil Kumar Tomar, Debesh Jha, Michael A. Riegler, Håvard D. Johansen, Dag Johansen, Jens Rittscher, Pål Halvorsen, Sharib Ali

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Unsupervised Adversarial Domain Adaptation For Barrett's Segmentation


Dec 09, 2020
Numan Celik, Soumya Gupta, Sharib Ali, Jens Rittscher

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* 5 pages, 3 figures, conference paper 

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Real-Time Polyp Detection, Localisation and Segmentation in Colonoscopy Using Deep Learning


Nov 15, 2020
Debesh Jha, Sharib Ali, Håvard D. Johansen, Dag D. Johansen, Jens Rittscher, Michael A. Riegler, Pål Halvorsen

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A translational pathway of deep learning methods in GastroIntestinal Endoscopy


Oct 12, 2020
Sharib Ali, Mariia Dmitrieva, Noha Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Le Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James East, Jens Rittscher

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* 30 pages 

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