Temporally Consistent Probabilistic Detection of New Multiple Sclerosis Lesions in Brain MRI

Abstract

Detection of new Multiple Sclerosis (MS) lesions on magnetic resonance imaging (MRI) is important as a marker of disease activity and as a potential surrogate for relapses. We propose an approach where sequential scans are jointly segmented, to provide a temporally consistent tissue segmentation while remaining sensitive to newly appearing lesions. The… (More)
DOI: 10.1109/TMI.2013.2258403

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Cite this paper

@article{Elliott2013TemporallyCP, title={Temporally Consistent Probabilistic Detection of New Multiple Sclerosis Lesions in Brain MRI}, author={Colm Elliott and Douglas L. Arnold and D. Louis Collins and Tal Arbel}, journal={IEEE Transactions on Medical Imaging}, year={2013}, volume={32}, pages={1490-1503} }