Classification of Alzheimer’s Disease and Prediction of Mild Cognitive Impairment Conversion Using Histogram-Based Analysis of Patient-Specific Anatomical Brain Connectivity Networks

Histogram-Based Feature Extraction from Individual Gray Matter Similarity-Matrix for Alzheimer’s Disease Classification

(2016) Iman Beheshti et al.   JOURNAL OF ALZHEIMERS DISEASE

Feature-ranking-based Alzheimer’s disease classification from structural MRI

(2016) Iman Beheshti et al.   MAGNETIC RESONANCE IMAGING

Hyper-connectivity of functional networks for brain disease diagnosis

(2016) Biao Jie et al.   MEDICAL IMAGE ANALYSIS

2015 Alzheimer's disease facts and figures

(2015)   Alzheimers & Dementia

Domain Transfer Learning for MCI Conversion Prediction

(2015) Bo Cheng et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A lattice computing approach to Alzheimer’s disease computer assisted diagnosis based on MRI data

(2015) G.A. Papakostas et al.   NEUROCOMPUTING

Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge

(2015) Esther E. Bron et al.   NEUROIMAGE

An Optimal Decisional Space for the Classification of Alzheimer's Disease and Mild Cognitive Impairment

(2014) Qi Zhou et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Machine Learning with Brain Graphs: Predictive Modeling Approaches for Functional Imaging in Systems Neuroscience

(2013) Jonas Richiardi et al.   IEEE SIGNAL PROCESSING MAGAZINE

Improved volumetric measurement of brain structure with a distortion correction procedure using an ADNI phantom

(2013) Norihide Maikusa et al.   MEDICAL PHYSICS

Accurate multimodal probabilistic prediction of conversion to Alzheimer's disease in patients with mild cognitive impairment

(2013) Jonathan Young et al.   NeuroImage-Clinical

Multi-region analysis of longitudinal FDG-PET for the classification of Alzheimer's disease

(2012) Katherine R. Gray et al.   NEUROIMAGE

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

(2012) Eric Westman et al.   NEUROIMAGE

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

(2012) Katherine R. Gray et al.   NEUROIMAGE

Similarity-Based Extraction of Individual Networks from Gray Matter MRI Scans

(2011) B. M. Tijms et al.   CEREBRAL CORTEX

Neural specificity of acupuncture stimulation from support vector machine classification analysis

(2011) Ting Xue et al.   MAGNETIC RESONANCE IMAGING

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

(2011) Roman Filipovych 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

Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Japanese Alzheimer's Disease Neuroimaging Initiative: Present status and future

(2010) Takeshi Iwatsubo   Alzheimers & Dementia

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

(2010) Christos Davatzikos et al.   NEUROBIOLOGY OF AGING

The progression of cognitive deterioration and regional cerebral blood flow patterns in Alzheimer's disease: A longitudinal SPECT study

(2009) Haruo Hanyu et al.   JOURNAL OF THE NEUROLOGICAL SCIENCES

Complex brain networks: graph theoretical analysis of structural and functional systems

(2009) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

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

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

Hierarchical Organization of Human Cortical Networks in Health and Schizophrenia

(2008) D. S. Bassett et al.   JOURNAL OF NEUROSCIENCE