Robust Automated Detection of Microstructural White Matter Degeneration in Alzheimer’s Disease Using Machine Learning Classification of Multicenter DTI Data
Published 2013 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Robust Automated Detection of Microstructural White Matter Degeneration in Alzheimer’s Disease Using Machine Learning Classification of Multicenter DTI Data
Authors
Keywords
-
Journal
PLoS One
Volume 8, Issue 5, Pages e64925
Publisher
Public Library of Science (PLoS)
Online
2013-06-01
DOI
10.1371/journal.pone.0064925
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Correlation between cognitive function and the association fibers in patients with Alzheimer’s disease using diffusion tensor imaging
- (2012) Jing-Zhi Meng et al. JOURNAL OF CLINICAL NEUROSCIENCE
- Alliance for Aging Research AD Biomarkers Work Group: structural MRI
- (2011) Clifford R. Jack NEUROBIOLOGY OF AGING
- Effects of hardware heterogeneity on the performance of SVM Alzheimer's disease classifier
- (2011) Ahmed Abdulkadir et al. NEUROIMAGE
- Computer Aided Diagnosis system for Alzheimer Disease using brain Diffusion Tensor Imaging features selected by Pearson's correlation
- (2011) M. Graña et al. NEUROSCIENCE LETTERS
- Identification of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using Multivariate Predictors
- (2011) Yue Cui et al. PLoS One
- Staging Alzheimer's disease progression with multimodality neuroimaging
- (2011) Michael Ewers et al. PROGRESS IN NEUROBIOLOGY
- Multicenter stability of diffusion tensor imaging measures: A European clinical and physical phantom study
- (2011) Stefan J. Teipel et al. PSYCHIATRY RESEARCH-NEUROIMAGING
- A diffusion tensor MRI study of patients with MCI and AD with a 2-year clinical follow-up
- (2010) E. Scola et al. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY
- Identical, but not the same: Intra-site and inter-site reproducibility of fractional anisotropy measures on two 3.0T scanners
- (2010) Christian Vollmar et al. NEUROIMAGE
- Visualization of nonlinear kernel models in neuroimaging by sensitivity maps
- (2010) Peter Mondrup Rasmussen et al. NEUROIMAGE
- Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database
- (2010) Rémi Cuingnet et al. NEUROIMAGE
- Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease
- (2009) Claudia Plant et al. NEUROIMAGE
- Combining shape and connectivity analysis: An MRI study of thalamic degeneration in Alzheimer's disease
- (2009) Mojtaba Zarei et al. NEUROIMAGE
- Automatic classification of MR scans in Alzheimer's disease
- (2008) S. Kloppel et al. BRAIN
- Diffusion abnormality in the posterior cingulum and hippocampal volume: correlation with disease progression in Alzheimer's disease
- (2008) Yasuhiro Nakata et al. MAGNETIC RESONANCE IMAGING
- Structural and functional biomarkers of prodromal Alzheimer's disease: A high-dimensional pattern classification study
- (2008) Yong Fan et al. NEUROIMAGE
- Visualization of peripheral nerve degeneration and regeneration: Monitoring with diffusion tensor tractography
- (2008) Takehiko Takagi et al. NEUROIMAGE
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search