Automatic segmentation of white matter hyperintensities: validation and comparison with state-of-the-art methods on both Multiple Sclerosis and elderly subjects

Philippe Tran,Urielle Thoprakarn,Emmanuelle Gourieux,Clarisse Longo Dos Santos,Enrica Cavedo,Nicolas Guizard,François Cotton,Pierre Krolak-Salmon,Christine Delmaire,Damien Heidelberg,Nadya Pyatigorskaya,Sébastian Ströer,Didier Dormont,Jean-Baptiste Martini,Marie Chupin

NeuroImage: Clinical（2022）

引用 13|浏览12

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摘要

•Automatic segmentation of MS lesions and age-related WMH from 3D T1 and T2-FLAIR.•Comparison to consensus show improved performance of WHASA-3D compared to WHASA.•WHASA-3D outperforms available state-of-the-art methods with their default settings.•WHASA-3D could be a useful tool for clinical practice and clinical trials.

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关键词

White matter hyperintensities,Age-related vascular disorder,3D T2-FLAIR,Automatic segmentation,Multiple sclerosis,MRI

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