JointMMCC: Joint Maximum-Margin Classification and Clustering of Imaging Data

Semi-supervised pattern classification of medical images: Application to mild cognitive impairment (MCI)

(2011) Roman Filipovych et al.   NEUROIMAGE

Describing the Brain in Autism in Five Dimensions--Magnetic Resonance Imaging-Assisted Diagnosis of Autism Spectrum Disorder Using a Multiparameter Classification Approach

(2010) C. Ecker et al.   JOURNAL OF NEUROSCIENCE

Longitudinal changes in cortical thickness associated with normal aging

(2010) Madhav Thambisetty et al.   NEUROIMAGE

Semi-supervised cluster analysis of imaging data

(2010) Roman Filipovych et al.   NEUROIMAGE

Longitudinal cognitive decline is associated with fibrillar amyloid-beta measured by [11C]PiB

(2010) S. M. Resnick et al.   NEUROLOGY

Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification

(2010) J. Ramírez et al.   NEUROSCIENCE LETTERS

Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index

(2009) C. Davatzikos et al.   BRAIN

Neuroanatomical correlates of different vulnerability states for psychosis and their clinical outcomes

(2009) Nikolaos Koutsouleris et al.   BRITISH JOURNAL OF PSYCHIATRY

The bipolar disorder risk allele at CACNA1C also confers risk of recurrent major depression and of schizophrenia

(2009) E K Green et al.   MOLECULAR PSYCHIATRY

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

(2009) Chris Hinrichs 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

MRI and CSF biomarkers in normal, MCI, and AD subjects: Diagnostic discrimination and cognitive correlations

(2009) P. Vemuri et al.   NEUROLOGY

Longitudinal pattern of regional brain volume change differentiates normal aging from MCI

(2009) I. Driscoll et al.   NEUROLOGY

Alzheimer Disease: Quantitative Structural Neuroimaging for Detection and Prediction of Clinical and Structural Changes in Mild Cognitive Impairment

(2009) Linda K. McEvoy et al.   RADIOLOGY

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN

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

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

Trajectory of mild cognitive impairment onset

(2008) DIANE B. HOWIESON et al.   JOURNAL OF THE INTERNATIONAL NEUROPSYCHOLOGICAL SOCIETY

Memory impairment, executive dysfunction, and intellectual decline in preclinical Alzheimer's disease

(2008) ELLEN GROBER et al.   JOURNAL OF THE INTERNATIONAL NEUROPSYCHOLOGICAL SOCIETY

Gene-wide analyses of genome-wide association data sets: evidence for multiple common risk alleles for schizophrenia and bipolar disorder and for overlap in genetic risk

(2008) V Moskvina et al.   MOLECULAR PSYCHIATRY

Amnestic MCI future clinical status prediction using baseline MRI features

(2008) Simon Duchesne et al.   NEUROBIOLOGY OF AGING

Structural and functional biomarkers of prodromal Alzheimer's disease: A high-dimensional pattern classification study

(2008) Yong Fan et al.   NEUROIMAGE

Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI☆

(2008) C MISRA et al.   NEUROIMAGE

Structural brain alterations at different stages of schizophrenia: A voxel-based morphometric study

(2008) E.M. Meisenzahl et al.   SCHIZOPHRENIA RESEARCH

Unaffected Family Members and Schizophrenia Patients Share Brain Structure Patterns: A High-Dimensional Pattern Classification Study

(2007) Yong Fan et al.   BIOLOGICAL PSYCHIATRY

Structural correlates of psychopathological symptom dimensions in schizophrenia: A voxel-based morphometric study

(2007) Nikolaos Koutsouleris 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