Hierarchical fusion of features and classifier decisions for Alzheimer's disease diagnosis

Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features

(2011) Yang Li et al.   NEUROBIOLOGY OF AGING

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images

(2011) Carlton Chu et al.   NEUROIMAGE

Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Hierarchical Anatomical Brain Networks for MCI Prediction: Revisiting Volumetric Measures

(2011) Luping Zhou et al.   PLoS One

Multi-Method Analysis of MRI Images in Early Diagnostics of Alzheimer's Disease

(2011) Robin Wolz et al.   PLoS One

Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification

(2010) Christos Davatzikos et al.   NEUROBIOLOGY OF AGING

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

Early diagnosis of Alzheimer's disease using cortical thickness: impact of cognitive reserve

(2009) Olivier Querbes, Florent Aubry, Jérémie Pariente, Jean-Albert Lotterie, Jean-François Démonet, Véronique Duret, Michèle Puel, Isabelle Berry, Jean-Claude Fort et al.   BRAIN

Sparse Multiple Kernel Learning for Signal Processing Applications

(2009) N. Subrahmanya et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Auto-Context and Its Application to High-Level Vision Tasks and 3D Brain Image Segmentation

(2009) Zhuowen Tu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset

(2009) Chris Hinrichs et al.   NEUROIMAGE

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN

The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods

(2008) Clifford R. Jack et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI

(2008) C. Davatzikos et al.   NEUROIMAGE

Support vector machine-based classification of Alzheimer’s disease from whole-brain anatomical MRI

(2008) Benoît Magnin et al.   NEURORADIOLOGY

Alzheimer's disease diagnosis in individual subjects using structural MR images: Validation studies

(2007) Prashanthi Vemuri et al.   NEUROIMAGE

Hierarchical fusion of multi-spectral face images for improved recognition performance

(2006) Richa Singh et al.   Information Fusion

Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging

(2006) Christos Davatzikos et al.   NEUROBIOLOGY OF AGING