Canonical feature selection for joint regression and multi-class identification in Alzheimer’s disease diagnosis

A Sparse Embedding and Least Variance Encoding Approach to Hashing

(2014) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A novel matrix-similarity based loss function for joint regression and classification in AD diagnosis

(2014) Xiaofeng Zhu et al.   NEUROIMAGE

Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis

(2014) Heung-Il Suk et al.   NEUROIMAGE

Supervised Discriminative Group Sparse Representation for Mild Cognitive Impairment Diagnosis

(2014) Heung-Il Suk et al.   NEUROINFORMATICS

Subclass-based multi-task learning for Alzheimer's disease diagnosis

(2014) Heung-II Suk et al.   Frontiers in Aging Neuroscience

Sparse hashing for fast multimedia search

(2013) Xiaofeng Zhu et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

(2013) Heung-Il Suk et al.   Brain Structure & Function

A Novel Bayesian Framework for Discriminative Feature Extraction in Brain-Computer Interfaces

(2012) Heung-Il Suk et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Combining MRI and CSF measures for classification of Alzheimer's disease and prediction of mild cognitive impairment conversion

(2012) Eric Westman et al.   NEUROIMAGE

Ensemble sparse classification of Alzheimer's disease

(2012) Manhua Liu et al.   NEUROIMAGE

Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis

(2012) Xiaofeng Zhu et al.   PATTERN RECOGNITION

Self-taught dimensionality reduction on the high-dimensional small-sized data

(2012) Xiaofeng Zhu et al.   PATTERN RECOGNITION

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Individual subject classification for Alzheimer's disease based on incremental learning using a spatial frequency representation of cortical thickness data

(2011) Youngsang Cho 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

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

Feature selection using factor analysis for Alzheimer's diagnosis using F18-FDG PET images

(2010) D. Salas-Gonzalez et al.   MEDICAL PHYSICS

Predicting clinical scores from magnetic resonance scans in Alzheimer's disease

(2010) Cynthia M. Stonnington et al.   NEUROIMAGE

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

Multimodal techniques for diagnosis and prognosis of Alzheimer's disease

(2009) Richard J. Perrin et al.   NATURE

RABBIT: Rapid alignment of brains by building intermediate templates

(2009) Songyuan Tang et al.   NEUROIMAGE

Voxel-based assessment of gray and white matter volumes in Alzheimer's disease

(2009) Xiaojuan Guo et al.   NEUROSCIENCE LETTERS