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Are multi-contrast magnetic resonance images necessary for segmenting multiple sclerosis brains? A large cohort study based on deep learning

BACKGROUND: Magnetic resonance images with multiple contrasts or sequences are commonly used for segmenting brain tissues, including lesions, in multiple sclerosis (MS). However, acquisition of images with multiple contrasts increases the scan time and complexity of the analysis, possibly introducin...

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Bibliographische Detailangaben
Veröffentlicht in:Magn Reson Imaging
Hauptverfasser: Narayana, Ponnada A., Coronado, Ivan, Sujit, Sheeba J., Sun, Xiaojun, Wolinsky, Jerry S., Gabr, Refaat E.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6918476/
https://ncbi.nlm.nih.gov/pubmed/31670238
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.mri.2019.10.003
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