相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Hierarchical Fusion of Features and Classifier Decisions for Alzheimer's Disease Diagnosis
Manhua Liu et al.
HUMAN BRAIN MAPPING (2014)
2013 Alzheimer's disease facts and figures Alzheimer's Association
William Thies et al.
ALZHEIMERS & DEMENTIA (2013)
Regional Magnetic Resonance Imaging Measures for Multivariate Analysis in Alzheimer's Disease and Mild Cognitive Impairment
Eric Westman et al.
BRAIN TOPOGRAPHY (2013)
Prediction of Alzheimer's Disease and Mild Cognitive Impairment Using Cortical Morphological Patterns
Chong-Yaw Wee et al.
HUMAN BRAIN MAPPING (2013)
Alzheimer's Disease Risk Assessment Using Large-Scale Machine Learning Methods
Ramon Casanova et al.
PLOS ONE (2013)
Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images
Carlton Chu et al.
NEUROIMAGE (2012)
Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease
M. Lopez et al.
NEUROCOMPUTING (2011)
Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database
Remi Cuingnet et al.
NEUROIMAGE (2011)
Multimodal classification of Alzheimer's disease and mild cognitive impairment
Daoqiang Zhang et al.
NEUROIMAGE (2011)
Multi-Method Analysis of MRI Images in Early Diagnostics of Alzheimer's Disease
Robin Wolz et al.
PLOS ONE (2011)
Ensemble-based classifiers
Lior Rokach
ARTIFICIAL INTELLIGENCE REVIEW (2010)
Comparison of AdaBoost and Support Vector Machines for Detecting Alzheimer's Disease Through Automated Hippocampal Segmentation
Jonathan H. Morra et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2010)
Use of SVM Methods with Surface-Based Cortical and Volumetric Subcortical Measurements to Detect Alzheimer's Disease
Pedro Paulo de Magalhaes Oliveira et al.
JOURNAL OF ALZHEIMERS DISEASE (2010)
Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease
Claudia Plant et al.
NEUROIMAGE (2010)
Automated MRI measures identify individuals with mild cognitive impairment and Alzheimers disease
Rahul S. Desikan et al.
BRAIN (2009)
Early diagnosis of Alzheimers disease using cortical thickness: impact of cognitive reserve
Olivier Querbes et al.
BRAIN (2009)
Fully Automatic Hippocampus Segmentation and Classification in Alzheimer's Disease and Mild Cognitive Impairment Applied on Data From ADNI
Marie Chupin et al.
HIPPOCAMPUS (2009)
Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset
Chris Hinrichs et al.
NEUROIMAGE (2009)
Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging
Emilie Gerardin et al.
NEUROIMAGE (2009)
Support vector machine-based classification of Alzheimer's disease from whole-brain anatomical MRI
Benoit Magnin et al.
NEURORADIOLOGY (2009)
Automatic classification of MR scans in Alzheimers disease
Stefan Kloeppel et al.
BRAIN (2008)
Evaluation of Alzheimer's disease by analysis of MR images using multilayer perceptrons and committee machines
W. P. Santos et al.
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS (2008)
Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging
Christos Davatzikos et al.
NEUROBIOLOGY OF AGING (2008)
Alzheimer's disease diagnosis in individual subjects using structural MR images: Validation studies
Prashanthi Vemuri et al.
NEUROIMAGE (2008)
Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline
Yong Fan et al.
NEUROIMAGE (2008)
Multivariate deformation-based analysis of brain atrophy to predict Alzheimer's disease in mild cognitive impairment
Stefan J. Teipel et al.
NEUROIMAGE (2007)
Open access series of imaging studies (OASIS): Cross-sectional MRI data in young, middle aged, nondemented, and demented older adults
Daniel S. Marcus et al.
JOURNAL OF COGNITIVE NEUROSCIENCE (2007)
Early diagnosis of Alzheimer's disease: contribution of structural neuroimaging
G Chetelat et al.
NEUROIMAGE (2003)
Computer-assisted imaging to assess brain structure in healthy and diseased brains
J Ashburner et al.
LANCET NEUROLOGY (2003)
BrainSuite: An automated cortical surface identification tool
DW Shattuck et al.
MEDICAL IMAGE ANALYSIS (2002)