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09/12/2023
ssVERDICT: Self-Supervised VERDICT-MRI for Enhanced Prostate Tumour Characterisation
MRI is increasingly being used in the diagnosis of prostate cancer (PCa)...
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07/17/2023
Combiner and HyperCombiner Networks: Rules to Combine Multimodality MR Images for Prostate Cancer Localisation
One of the distinct characteristics in radiologists' reading of multipar...
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03/03/2023
Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion
We propose an image synthesis mechanism for multi-sequence prostate MR i...
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07/26/2022
Cross-Modality Image Registration using a Training-Time Privileged Third Modality
In this work, we consider the task of pairwise cross-modality image regi...
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03/30/2022
The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation
Dice similarity coefficient (DSC) and Hausdorff distance (HD) are widely...
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09/19/2021
Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation
Any novel medical imaging modality that differs from previous protocols ...
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10/14/2020