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11/30/2022
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative
In medical image analysis, automated segmentation of multi-component ana...
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09/22/2022
Structure Guided Manifolds for Discovery of Disease Characteristics
In medical image analysis, the subtle visual characteristics of many dis...
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09/12/2021
CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation
Direct automatic segmentation of objects from 3D medical imaging, such a...
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08/02/2021
Bespoke Fractal Sampling Patterns for Discrete Fourier Space via the Kaleidoscope Transform
Sampling strategies are important for sparse imaging methodologies, espe...
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03/31/2021
Deep Simultaneous Optimisation of Sampling and Reconstruction for Multi-contrast MRI
MRI images of the same subject in different contrasts contain shared inf...
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11/27/2020
Manipulating Medical Image Translation with Manifold Disentanglement
Medical image translation (e.g. CT to MR) is a challenging task as it re...
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07/07/2020
Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI
Previous studies on computer aided detection/diagnosis (CAD) in 4D breas...
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06/28/2020
Fabric Image Representation Encoding Networks for Large-scale 3D Medical Image Analysis
Deep neural networks are parameterised by weights that encode feature re...
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06/28/2019