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08/02/2023
MammoDG: Generalisable Deep Learning Breaks the Limits of Cross-Domain Multi-Center Breast Cancer Screening
Breast cancer is a major cause of cancer death among women, emphasising ...
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03/14/2023
Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation
Deformable image registration is a fundamental task in medical image ana...
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02/01/2023
Continuous U-Net: Faster, Greater and Noiseless
Image segmentation is a fundamental task in image analysis and clinical ...
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11/17/2022
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation
Traffic flow analysis is revolutionising traffic management. Qualifying ...
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11/13/2022
SCOTCH and SODA: A Transformer Video Shadow Detection Framework
Shadows in videos are difficult to detect because of the large shadow de...
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09/18/2022
Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness
Surgical action triplet recognition provides a better understanding of t...
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03/25/2022
LAMBDA: Covering the Solution Set of Black-Box Inequality by Search Space Quantization
Black-box functions are broadly used to model complex problems that prov...
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03/10/2022
PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation
Medical image registration and segmentation are critical tasks for sever...
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03/01/2022
Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and Counting
We address the problem of automated nuclear segmentation, classification...
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11/17/2020
Contrastive Registration for Unsupervised Medical Image Segmentation
Medical image segmentation is a relevant task as it serves as the first ...
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07/03/2019
