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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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書誌詳細
出版年:Magn Reson Imaging
主要な著者: Narayana, Ponnada A., Coronado, Ivan, Sujit, Sheeba J., Sun, Xiaojun, Wolinsky, Jerry S., Gabr, Refaat E.
フォーマット: Artigo
言語:Inglês
出版事項: 2019
主題:
オンライン・アクセス: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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