Multivariate data analysis and machine learning in Alzheimer's disease with a focus on structural magnetic resonance imaging.
about
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls.Differential diagnosis of neurodegenerative diseases using structural MRI dataA review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages.Evaluation of machine learning algorithms and structural features for optimal MRI-based diagnostic prediction in psychosisThe Effect of Age Correction on Multivariate Classification in Alzheimer's Disease, with a Focus on the Characteristics of Incorrectly and Correctly Classified SubjectsStandardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge.Random forest to differentiate dementia with Lewy bodies from Alzheimer's disease.Differential diagnosis of mild cognitive impairment and Alzheimer's disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetrySelection bias in the reported performances of AD classification pipelines.A 'Disease Severity Index' to identify individuals with Subjective Memory Decline who will progress to mild cognitive impairment or dementia.Domain adaptation for Alzheimer's disease diagnostics.Monitoring disease progression in mild cognitive impairment: Associations between atrophy patterns, cognition, APOE and amyloid.Classifying MCI Subtypes in Community-Dwelling Elderly Using Cross-Sectional and Longitudinal MRI-Based Biomarkers.Random Forest Algorithm for the Classification of Neuroimaging Data in Alzheimer's Disease: A Systematic Review.Factors influencing accuracy of cortical thickness in the diagnosis of Alzheimer's disease.Morphometric MRI as a diagnostic biomarker of frontotemporal dementia: A systematic review to determine clinical applicabilityMachine learning of neuroimaging for assisted diagnosis of cognitive impairment and dementia: A systematic review
P2860
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P2860
Multivariate data analysis and machine learning in Alzheimer's disease with a focus on structural magnetic resonance imaging.
description
2014 nî lūn-bûn
@nan
2014 թուականի Յունուարին հրատարակուած գիտական յօդուած
@hyw
2014 թվականի հունվարին հրատարակված գիտական հոդված
@hy
2014年の論文
@ja
2014年論文
@yue
2014年論文
@zh-hant
2014年論文
@zh-hk
2014年論文
@zh-mo
2014年論文
@zh-tw
2014年论文
@wuu
name
Multivariate data analysis and ...... al magnetic resonance imaging.
@ast
Multivariate data analysis and ...... al magnetic resonance imaging.
@en
type
label
Multivariate data analysis and ...... al magnetic resonance imaging.
@ast
Multivariate data analysis and ...... al magnetic resonance imaging.
@en
prefLabel
Multivariate data analysis and ...... al magnetic resonance imaging.
@ast
Multivariate data analysis and ...... al magnetic resonance imaging.
@en
P921
P356
P1476
Multivariate data analysis and ...... al magnetic resonance imaging.
@en
P2093
Andrew Simmons
P304
P356
10.3233/JAD-131928
P577
2014-01-01T00:00:00Z