Spatial and Anatomical Regularization of SVM: A General Framework for Neuroimaging Data

Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome

(2011) Rémi Cuingnet et al.   MEDICAL IMAGE ANALYSIS

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

Fully automatic hippocampus segmentation and classification in Alzheimer's disease and mild cognitive impairment applied on data from ADNI

(2009) Marie Chupin et al.   HIPPOCAMPUS

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

(2009) Chris Hinrichs et al.   NEUROIMAGE

Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging

(2009) Emilie Gerardin et al.   NEUROIMAGE

Investigating the predictive value of whole-brain structural MR scans in autism: A pattern classification approach

(2009) Christine Ecker et al.   NEUROIMAGE

Automated Computer Differential Classification in Parkinsonian Syndromes via Pattern Analysis on MRI

(2008) Simon Duchesne et al.   ACADEMIC RADIOLOGY

Accuracy of dementia diagnosis--a direct comparison between radiologists and a computerized method

(2008) S. Kloppel et al.   BRAIN

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN

Semisupervised Image Classification With Laplacian Support Vector Machines

(2008) L. Gomez-Chova et al.   IEEE Geoscience and Remote Sensing Letters

MRI-Based Automated Computer Classification of Probable AD Versus Normal Controls

(2008) Simon Duchesne et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

Discrimination between Alzheimer Disease, Mild Cognitive Impairment, and Normal Aging by Using Automated Segmentation of the Hippocampus

(2008) Olivier Colliot et al.   RADIOLOGY

Mapping the Structural Core of Human Cerebral Cortex

(2008) Patric Hagmann et al.   PLOS BIOLOGY

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

(2007) Prashanthi Vemuri et al.   NEUROIMAGE

Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

(2007) Yong Fan et al.   NEUROIMAGE

Automated cortical thickness measurements from MRI can accurately separate Alzheimer's patients from normal elderly controls

(2006) Jason P. Lerch et al.   NEUROBIOLOGY OF AGING