Single-subject classification of presymptomatic frontotemporal dementia mutation carriers using multimodal MRI.
第一作者:
Rogier A,Feis
第一单位:
Department of Radiology, Leiden University Medical Centre, Leiden, the Netherlands; Leiden Institute for Brain and Cognition, Leiden University, Leiden, the Netherlands. Electronic address: r.a.feis@lumc.nl.
作者:
关键词
(bv)FTD, (behavioural variant) Frontotemporal dementia(rs-f)MRI, (resting-state functional) Magnetic resonance imaging3DT1w, 3-dimensional T1-weightedAUC, Area under the receiver operating characteristics curveAxD, Axial diffusivityC9orf72, Chromosome 9 open reading frame 72C9orf72, humanDTI, Diffusion tensor imagingDWI, Diffusion-weighted imagingDiffusion Tensor ImagingFA, Fractional anisotropyFCor, Full correlationsFrontotemporal dementiaGM, Grey matterGMD, Grey matter densityGRN protein, humanGRN, ProgranulinICA, Independent component analysisMAPT protein, humanMAPT, Microtubule-associated protein TauMD, Mean diffusivityMMSE, Mini-mental state examinationMultimodal MRIPcor, Sparse L1-regularised partial correlationsRD, Radial diffusivityROC, Receiver operating characteristicsResting-state functional MRITBSS, Tract-based spatial statisticsWM, White matterWMD, White matter densityclassificationmachine learning
医学主题词
成年人(Adult);无症状疾病(Asymptomatic Diseases);弥散张量成像(Diffusion Tensor Imaging);女(雌)性(Female);额颞叶痴呆(Frontotemporal Dementia);杂合子(Heterozygote);人类(Humans);磁共振成像(Magnetic Resonance Imaging);男(雄)性(Male);中年人(Middle Aged);突变(Mutation);回顾性研究(Retrospective Studies)
DOI
10.1016/j.nicl.2018.07.014
PMID
30094168
发布时间
2024-12-07
- 浏览18
NeuroImage. Clinical
2018年20卷
188-196页
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