Quantifying White Matter Hyperintensity and Brain Volumes in Heterogeneous Clinical and Low-Field Portable MRI

Pablo Laso,Stefano Cerri,Annabel Sorby-Adams,Jennifer Guo,Farrah Mateen, Philipp Goebl, Jiaming Wu,Peirong Liu,Hongwei Li,Sean I. Young,Benjamin Billot,Oula Puonti,Gordon Sze, Sam Payabavash,Adam DeHavenon,Kevin N. Sheth,Matthew S. Rosen,John Kirsch,Nicola Strisciuglio,Jelmer M. Wolterink,Arman Eshaghi,Frederik Barkhof,W. Taylor Kimberly,Juan Eugenio Iglesias

ISBI（2024）

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关键词

White Matter,Clinical Magnetic Resonance Imaging,White Matter Hyperintensities,White Matter Hyperintensities Volume,Low-field MRI,Signal-to-noise,Hippocampus,Cerebrovascular Disease,MRI Scans,Brain Atrophy,Progression Of Atrophy,Private Dataset,Brain Tissue,Convolutional Neural Network,False Positive Rate,Pulse Sequence,Low Field,In-plane Resolution,Domain Adaptation,Multi-task Learning,Bias Field,Brain Regions Of Interest,Dice Score,Brain Segmentation,Young Controls,MRI Contrast,Native Resolution,Hyperfine,Ground Truth Segmentation,Slice Spacing

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