Where do we stand in AI for endoscopic image analysis? Deciphering gaps and future directions von Ali, Sharib

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MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation von Srivastava, Abhishek, Jha, Debesh, Chanda, Sukalpa, Pal, Umapada, Johansen, Havard, Johansen, Dag, Riegler, Michael, Ali, Sharib, Halvorsen, Pal

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FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation von Tomar, Nikhil Kumar, Jha, Debesh, Riegler, Michael A., Johansen, Havard D., Johansen, Dag, Rittscher, Jens, Halvorsen, Pal, Ali, Sharib

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A deep learning framework for quality assessment and restoration in video endoscopy von Ali, Sharib, Zhou, Felix, Bailey, Adam, Braden, Barbara, East, James E., Lu, Xin, Rittscher, Jens

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Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning von Jha, Debesh, Ali, Sharib, Tomar, Nikhil Kumar, Johansen, Havard D., Johansen, Dag, Rittscher, Jens, Riegler, Michael A., Halvorsen, Pal

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Meta-learning with implicit gradients in a few-shot setting for medical image segmentation von Khadka, Rabindra, Jha, Debesh, Hicks, Steven, Thambawita, Vajira, Riegler, Michael A., Ali, Sharib, Halvorsen, Pål

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An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy von Ali, Sharib, Zhou, Felix, Braden, Barbara, Bailey, Adam, Yang, Suhui, Cheng, Guanju, Zhang, Pengyi, Li, Xiaoqiong, Kayser, Maxime, Soberanis-Mukul, Roger D., Albarqouni, Shadi, Wang, Xiaokang, Wang, Chunqing, Watanabe, Seiryo, Oksuz, Ilkay, Ning, Qingtian, Yang, Shufan, Khan, Mohammad Azam, Gao, Xiaohong W., Realdon, Stefano, Loshchenov, Maxim, Schnabel, Julia A., East, James E., Wagnieres, Georges, Loschenov, Victor B., Grisan, Enrico, Daul, Christian, Blondel, Walter, Rittscher, Jens

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Robust and smooth Couinaud segmentation via anatomical structure-guided point-voxel network von Zhang, Xukun, Ali, Sharib, Liu, Tao, Zhao, Xiao, Cui, Zhiming, Han, Minghao, Ma, Shuwei, Zhu, Jingyi, Kang, Yanlan, Wang, Le, Wang, Xiaoying, Zhang, Lihua

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Rigid and non-rigid registration of polarized light imaging data for 3D reconstruction of the temporal lobe of the human brain at micrometer resolution von Ali, Sharib, Wörz, Stefan, Amunts, Katrin, Eils, Roland, Axer, Markus, Rohr, Karl

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Data Engineering in Medical Imaging: First MICCAI Workshop, DEMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings von Bhattarai, Binod, Ali, Sharib, Rau, Anita, Nguyen, Anh, Namburete, Ana, Caramalau, Razvan, Stoyanov, Danail

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Real-time surgical tool detection with multi-scale positional encoding and contrastive learning von Loza, Gerardo, Valdastri, Pietro, Ali, Sharib

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A multi-centre polyp detection and segmentation dataset for generalisability assessment von Ali, Sharib, Jha, Debesh, Ghatwary, Noha, Realdon, Stefano, Cannizzaro, Renato, Salem, Osama E., Lamarque, Dominique, Daul, Christian, Riegler, Michael A., Anonsen, Kim V., Petlund, Andreas, Halvorsen, Pål, Rittscher, Jens, de Lange, Thomas, East, James E.

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Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge von Ali, Sharib, Ghatwary, Noha, Jha, Debesh, Isik-Polat, Ece, Polat, Gorkem, Yang, Chen, Li, Wuyang, Galdran, Adrian, Ballester, Miguel-Ángel González, Thambawita, Vajira, Hicks, Steven, Poudel, Sahadev, Lee, Sang-Woong, Jin, Ziyi, Gan, Tianyuan, Yu, ChengHui, Yan, JiangPeng, Yeo, Doyeob, Lee, Hyunseok, Tomar, Nikhil Kumar, Haithami, Mahmood, Ahmed, Amr, Riegler, Michael A., Daul, Christian, Halvorsen, Pål, Rittscher, Jens, Salem, Osama E., Lamarque, Dominique, Cannizzaro, Renato, Realdon, Stefano, de Lange, Thomas, East, James E.

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Cancer Prevention Through Early Detection: Second International Workshop, CaPTion 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings von Ali, Sharib, van der Sommen, Fons, van Eijnatten, Maureen, Papież, Bartłomiej W, Jin, Yueming, Kolenbrander, Iris

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Cancer Prevention Through Early Detection: First International Workshop, CaPTion 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings von Ali, Sharib, van der Sommen, Fons, Papież, Bartłomiej Władysław, van Eijnatten, Maureen, Jin, Yueming, Kolenbrander, Iris

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SSL-CPCD: Self-Supervised Learning With Composite Pretext-Class Discrimination for Improved Generalisability in Endoscopic Image Analysis von Xu, Ziang, Rittscher, Jens, Ali, Sharib

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Artificial Intelligence: A Help or Hindrance to Scientific Writing? von Kron, Philipp, Farid, Shahid, Ali, Sharib, Lodge, Peter

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Multi-task learning with cross-task consistency for improved depth estimation in colonoscopy von Chavarrias Solano, Pedro Esteban, Bulpitt, Andrew, Subramanian, Venkataraman, Ali, Sharib

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Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy von Gupta, Soumya, Ali, Sharib, Goldsmith, Louise, Turney, Ben, Rittscher, Jens

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Real-time instance segmentation of surgical instruments using attention and multi-scale feature fusion von Cerón, Juan Carlos Ángeles, Ruiz, Gilberto Ochoa, Chang, Leonardo, Ali, Sharib

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