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07/30/2023
Structure-Preserving Synthesis: MaskGAN for Unpaired MR-CT Translation
Medical image synthesis is a challenging task due to the scarcity of pai...
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03/21/2022
CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification
Convolutional neural networks (CNNs) have gained significant popularity ...
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08/06/2020
Pairwise Relation Learning for Semi-supervised Gland Segmentation
Accurate and automated gland segmentation on histology tissue images is ...
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11/02/2019
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment
Uncertainty of labels in clinical data resulting from intra-observer var...
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10/16/2018
Approximate Fisher Information Matrix to Characterise the Training of Deep Neural Networks
In this paper, we introduce a novel methodology for characterising the p...
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11/18/2015
Competitive Multi-scale Convolution
In this paper, we introduce a new deep convolutional neural network (Con...
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08/03/2015