When Weak Becomes Strong: Robust Quantification of White Matter Hyperintensities in Brain MRI scans

no code implementations • 12 Apr 2020 • Oliver Werner, Kimberlin M. H. van Wijnen, Wiro J. Niessen, Marius de Groot, Meike W. Vernooij, Florian Dubost, Marleen de Bruijne

We showed that networks optimized using only weak labels reflecting WMH volume generalized better for WMH volume prediction than networks optimized with voxel-wise segmentations of WMH.