Tom Vercauteren

Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations

Carole H. Sudre, Wenqi Li, Tom Vercauteren et al. · Lecture notes in computer science · 2017 · 2.5K citations · Full text

Data Augmentation, Convolutional Neural Network, Image Analysis +11

Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration

Arno Klein, Jesper Andersson, Babak A. Ardekani et al. · NeuroImage · 2009 · 2.3K citations · Full text

Geometric Modeling, Nonlinear Deformation, Image Analysis +14

Diffeomorphic demons: Efficient non-parametric image registration

Tom Vercauteren, Xavier Pennec, Aymeric Perchant et al. · NeuroImage · 2008 · 1.6K citations · Full text

Geometric Modeling, Diffeomorphic Demons, Machine Vision +10

Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning

Guotai Wang, Wenqi Li, María A. Zuluaga et al. · IEEE Transactions on Medical Imaging · 2018 · 843 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Image-specific Fine Tuning +20

Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks

Guotai Wang, Wenqi Li, Michaël Aertsen et al. · Neurocomputing · 2019 · 614 citations · Full text