Automated Lesion Detection by Regressing Intensity-Based Distance with a Neural Network

Kimberlin M. H. van Wijnen
Kimberlin M. H. van Wijnen
Florian Dubost
Florian Dubost
Pinar Yilmaz
Pinar Yilmaz

MICCAI (4), pp. 234-242, 2019.

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Abstract:

Localization of focal vascular lesions on brain MRI is an important component of research on the etiology of neurological disorders. However, manual annotation of lesions can be challenging, time-consuming and subject to observer bias. Automated detection methods often need voxel-wise annotations for training. We propose a novel approac...More

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