Identification of progressive mild cognitive impairment patients using incomplete longitudinal MRI scans

Neurodegenerative disease diagnosis using incomplete multi-modality data via matrix shrinkage and completion

(2014) Kim-Han Thung et al.   NEUROIMAGE

Knowledge-Guided Robust MRI Brain Extraction for Diverse Large-Scale Neuroimaging Studies on Humans and Non-Human Primates

(2014) Yaping Wang et al.   PLoS One

The Alzheimer's Disease Neuroimaging Initiative: A review of papers published since its inception

(2013) Michael W. Weiner et al.   Alzheimers & Dementia

Group-constrained sparse fMRI connectivity modeling for mild cognitive impairment identification

(2013) Chong-Yaw Wee et al.   Brain Structure & Function

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

Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning

(2012) H. Wang et al.   BIOINFORMATICS

Prediction of Alzheimer's disease and mild cognitive impairment using cortical morphological patterns

(2012) Chong-Yaw Wee et al.   HUMAN BRAIN MAPPING

A Sparse-Group Lasso

(2012) Noah Simon et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Predicting Future Clinical Changes of MCI Patients Using Longitudinal and Multimodal Biomarkers

(2012) Daoqiang Zhang et al.   PLoS One

Resting-State Multi-Spectrum Functional Connectivity Networks for Identification of MCI Patients

(2012) Chong-Yaw Wee et al.   PLoS One

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

Hierarchical Anatomical Brain Networks for MCI Prediction: Revisiting Volumetric Measures

(2011) Luping Zhou et al.   PLoS One

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

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

Boosting power for clinical trials using classifiers based on multiple biomarkers

(2010) Omid Kohannim 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

Predictive markers for AD in a multi-modality framework: An analysis of MCI progression in the ADNI population

(2010) Chris Hinrichs et al.   NEUROIMAGE

Enriched white matter connectivity networks for accurate identification of MCI patients

(2010) Chong-Yaw Wee et al.   NEUROIMAGE

When, where, and how the corpus callosum changes in MCI and AD: A multimodal MRI study

(2010) M. Di Paola et al.   NEUROLOGY

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

Exact Matrix Completion via Convex Optimization

(2009) Emmanuel J. Candès et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

Fixed point and Bregman iterative methods for matrix rank minimization

(2009) Shiqian Ma et al.   MATHEMATICAL PROGRAMMING

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

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

Tensor-based morphometry as a neuroimaging biomarker for Alzheimer's disease: An MRI study of 676 AD, MCI, and normal subjects

(2008) Xue Hua et al.   NEUROIMAGE