Single-subject classification of presymptomatic frontotemporal dementia mutation carriers using multimodal MRI.
Neuroimage Clin
; 20: 188-196, 2018.
Article
em En
| MEDLINE
| ID: mdl-30094168
Palavras-chave
(bv)FTD, (behavioural variant) Frontotemporal dementia; (rs-f)MRI, (resting-state functional) Magnetic resonance imaging; 3DT1w, 3-dimensional T1-weighted; AUC, Area under the receiver operating characteristics curve; AxD, Axial diffusivity; C9orf72, Chromosome 9 open reading frame 72; C9orf72, human; DTI, Diffusion tensor imaging; DWI, Diffusion-weighted imaging; Diffusion Tensor Imaging; FA, Fractional anisotropy; FCor, Full correlations; Frontotemporal dementia; GM, Grey matter; GMD, Grey matter density; GRN protein, human; GRN, Progranulin; ICA, Independent component analysis; MAPT protein, human; MAPT, Microtubule-associated protein Tau; MD, Mean diffusivity; MMSE, Mini-mental state examination; Multimodal MRI; Pcor, Sparse L1-regularised partial correlations; RD, Radial diffusivity; ROC, Receiver operating characteristics; Resting-state functional MRI; TBSS, Tract-based spatial statistics; WM, White matter; WMD, White matter density; classification; machine learning
Texto completo:
1
Coleções:
01-internacional
Base de dados:
MEDLINE
Assunto principal:
Imageamento por Ressonância Magnética
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Demência Frontotemporal
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Doenças Assintomáticas
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Heterozigoto
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Mutação
Tipo de estudo:
Observational_studies
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Prognostic_studies
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Risk_factors_studies
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Screening_studies
Limite:
Adult
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Female
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Humans
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Male
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Middle aged
Idioma:
En
Revista:
Neuroimage Clin
Ano de publicação:
2018
Tipo de documento:
Article