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Results 1-10 of 33
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Issue DateTitleAuthor(s)
31-Dec-2018Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation LearningCastro, DC; Tan, J; Kainz, B; Konukoglu, E; Glocker, B, et al
29-Oct-2016Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentationKamnitsas, K; Ledig, C; Newcombe, VFJ; Simpson, JP; Kane, AD, et al
-Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion SegmentationKamnitsas, K; Ledig, C; Newcombe, VFJ; Simpson, JP; Kane, AD, et al
10-Jul-2018Semi-supervised learning via compact latent space clusteringKamnitsas, K; Coelho De Castro, D; Le Folgoc, L; Walker, I; Tanno, R, et al
7-Sep-2017Predicting slice-to-volume transformation in presence of arbitrary subject motionHou, B; Alansary, A; McDonagh, S; Davidson, A; Rutherford, M, et al
22-May-2019Controlling meshes via curvature: spin transformations for pose-invariant shape processingFolgoc, LL; Castro, DC; Tan, J; Khanal, B; Kamnitsas, K, et al
27-May-2019Graph convolutional Gaussian processesWalker, I; Glocker, B;
-Overfitting of neural nets under class imbalance: Analysis and improvements for segmentationLi, Z; Kamnitsas, K; Glocker, B;
5-Jun-2019Improving retinanet for CT lesion detection with dense masks from weak recist labels.Zlocha, M; Dou, Q; Glocker, B;
1-Nov-2019Domain generalization via model-agnostic learning of semantic featuresDou, Q; Coelho De Castro, D; Kamnitsas, K; Glocker, B; , et al