Diagnosis of Alzheimer’s Disease Based on Structural MRI Images Using a Regularized Extreme Learning Machine and PCA Features

2016 Alzheimer's disease facts and figures

(2016)   Alzheimers & Dementia

Multiclass Classification for the Differential Diagnosis on the ADHD Subtypes Using Recursive Feature Elimination and Hierarchical Extreme Learning Machine: Structural MRI Study

(2016) Muhammad Naveed Iqbal Qureshi et al.   PLoS One

Probability distribution function-based classification of structural MRI for the detection of Alzheimer’s disease

(2015) I. Beheshti et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease

(2015) Siqi Liu 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

Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects

(2015) Elaheh Moradi et al.   NEUROIMAGE

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

(2015) Esther E. Bron et al.   NEUROIMAGE

Detection of subjects and brain regions related to Alzheimer's disease using 3D MRI scans based on eigenbrain and machine learning

(2015) Yudong Zhang et al.   Frontiers in Computational Neuroscience

A Robust Deep Model for Improved Classification of AD/MCI Patients

(2015) Feng Li et al.   IEEE Journal of Biomedical and Health Informatics

An evaluation of volume-based morphometry for prediction of mild cognitive impairment and Alzheimer's disease

(2015) Daniel Schmitter et al.   NeuroImage-Clinical

An Ensemble-of-Classifiers Based Approach for Early Diagnosis of Alzheimer’s Disease: Classification Using Structural Features of Brain Images

(2014) Saima Farhan et al.   Computational and Mathematical Methods in Medicine

From Computational Thinking to AI Thinking [A letter from the editor]

(2014) Daniel Zeng   IEEE INTELLIGENT SYSTEMS

Discriminative analysis of multivariate features from structural MRI and diffusion tensor images

(2014) Muwei Li et al.   MAGNETIC RESONANCE IMAGING

Classification of diffusion tensor images for the early detection of Alzheimer's disease

(2013) Wook Lee et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Extreme Learning Machine-Based Classification of ADHD Using Brain Structural MRI Data

(2013) Xiaolong Peng et al.   PLoS One

Different multivariate techniques for automated classification of MRI data in Alzheimer’s disease and mild cognitive impairment

(2013) Carlos Aguilar et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Brain Imaging in Alzheimer Disease

(2013) K. A. Johnson et al.   Cold Spring Harbor Perspectives in Medicine

Multiple Kernel Learning in the Primal for Multimodal Alzheimer’s Disease Classification

(2013) Fayao Liu et al.   IEEE Journal of Biomedical and Health Informatics

A semi-quantitative method for correlating brain disease groups with normal controls using SPECT: Alzheimer's disease versus vascular dementia

(2012) Yin J. Chen et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Partial least squares for discrimination in fMRI data

(2012) Anders H. Andersen et al.   MAGNETIC RESONANCE IMAGING

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

How to Measure Cortical Folding from MR Images: a Step-by-Step Tutorial to Compute Local Gyrification Index

(2012) Marie Schaer et al.   Jove-Journal of Visualized Experiments

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

(2011) Jieping Ye et al.   COMPUTER

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Computer Aided Diagnosis system for Alzheimer Disease using brain Diffusion Tensor Imaging features selected by Pearson's correlation

(2011) M. Graña et al.   NEUROSCIENCE LETTERS

GMM based SPECT image classification for the diagnosis of Alzheimer’s disease

(2010) J.M. Górriz et al.   APPLIED SOFT COMPUTING

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

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

A meta-analysis of hippocampal atrophy rates in Alzheimer's disease

(2008) Josephine Barnes 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

Support vector machine-based classification of Alzheimer’s disease from whole-brain anatomical MRI

(2008) Benoît Magnin et al.   NEURORADIOLOGY