Discriminative multi-task feature selection for multi-modality classification of Alzheimer’s disease

In vivo parahippocampal white matter pathology as a biomarker of disease progression to Alzheimer's disease

(2013) Ana Solodkin et al.   JOURNAL OF COMPARATIVE NEUROLOGY

Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification

(2013) Feng Liu et al.   NEUROIMAGE

Random forest-based similarity measures for multi-modal classification of Alzheimer's disease

(2012) Katherine R. Gray et al.   NEUROIMAGE

Machine Learning Approaches for the Neuroimaging Study of Alzheimer's Disease

(2011) Jieping Ye et al.   COMPUTER

A review of multivariate methods for multimodal fusion of brain imaging data

(2011) Jing Sui et al.   JOURNAL OF NEUROSCIENCE METHODS

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Identification of MCI individuals using structural and functional connectivity networks

(2011) Chong-Yaw Wee 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

Amygdala atrophy is prominent in early Alzheimer's disease and relates to symptom severity

(2011) Stéphane P. Poulin et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

CSF Biomarkers in Prediction of Cerebral and Clinical Change in Mild Cognitive Impairment and Alzheimer's Disease

(2010) A. M. Fjell et al.   JOURNAL OF NEUROSCIENCE

3D PIB and CSF biomarker associations with hippocampal atrophy in ADNI subjects

(2010) Liana G. Apostolova et al.   NEUROBIOLOGY OF AGING

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

(2010) Christos Davatzikos et al.   NEUROBIOLOGY OF AGING

Atrophy and dysfunction of parahippocampal white matter in mild Alzheimer's disease

(2010) Changsheng Wang et al.   NEUROBIOLOGY OF AGING

Comparing predictors of conversion and decline in mild cognitive impairment

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

Cerebrospinal fluid biomarker signature in Alzheimer's disease neuroimaging initiative subjects

(2009) Leslie M. Shaw et al.   ANNALS OF NEUROLOGY

CSF Biomarkers and Incipient Alzheimer Disease in Patients With Mild Cognitive Impairment

(2009) Niklas Mattsson   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Morphological alterations to neurons of the amygdala and impaired fear conditioning in a transgenic mouse model of Alzheimer's disease

(2009) Shira Knafo et al.   JOURNAL OF PATHOLOGY

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

(2009) Chris Hinrichs et al.   NEUROIMAGE

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

Mild Cognitive Impairment and Alzheimer Disease: Patterns of Altered Cerebral Blood Flow at MR Imaging

(2009) Weiying Dai et al.   RADIOLOGY

Principal component analysis of FDG PET in amnestic MCI

(2008) Flavio Nobili et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Individual cerebral metabolic deficits in Alzheimer’s disease and amnestic mild cognitive impairment: an FDG PET study

(2008) Angelo Del Sole et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Multi-modal imaging predicts memory performance in normal aging and cognitive decline

(2008) K.B. Walhovd et al.   NEUROBIOLOGY OF AGING

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

Discriminatively regularized least-squares classification

(2008) Hui Xue et al.   PATTERN RECOGNITION

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

(2007) Yong Fan et al.   NEUROIMAGE