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Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations.
Carole H. Sudre
Wenqi Li
Tom Vercauteren
Sébastien Ourselin
M. Jorge Cardoso
Published in:
DLMIA/ML-CDS@MICCAI (2017)
Keyphrases
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loss function
deep learning
unsupervised learning
unsupervised feature learning
support vector
pairwise
machine learning
image segmentation
medical images
mental models
convex loss functions
computer vision
weakly supervised
data mining