Hybrid multivariate pattern analysis combined with extreme learning machine for Alzheimer’s dementia diagnosis using multi-measure rs-fMRI spatial patterns

A comprehensive analysis of resting state fMRI measures to classify individual patients with Alzheimer's disease

(2018) Frank de Vos et al.   NEUROIMAGE

Resting-State Functional Connectivity Predicts Cognitive Impairment Related to Alzheimer's Disease

(2018) Qi Lin et al.   Frontiers in Aging Neuroscience

Frequency-Dependent Changes in the Amplitude of Low-Frequency Fluctuations in Mild Cognitive Impairment with Mild Depression

(2017) Yuxia Li et al.   JOURNAL OF ALZHEIMERS DISEASE

Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls

(2017) Mohammad R. Arbabshirani et al.   NEUROIMAGE

A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages

(2017) Saima Rathore et al.   NEUROIMAGE

Multimodal Discrimination of Schizophrenia Using Hybrid Weighted Feature Concatenation of Brain Functional Connectivity and Anatomical Features with an Extreme Learning Machine

(2017) Muhammad Naveed Iqbal Qureshi et al.   Frontiers in Neuroinformatics

State-space model with deep learning for functional dynamics estimation in resting-state fMRI

(2016) Heung-Il Suk et al.   NEUROIMAGE

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

Identifying patients with Alzheimer’s disease using resting-state fMRI and graph theory

(2015) Ali Khazaee et al.   CLINICAL NEUROPHYSIOLOGY

Integration of Cognitive Tests and Resting State fMRI for the Individual Identification of Mild Cognitive Impairment

(2015) Leandro Beltrachini et al.   Current Alzheimer Research

Gaussian process classification of Alzheimer's disease and mild cognitive impairment from resting-state fMRI

(2015) Edward Challis et al.   NEUROIMAGE

Feature selection and analysis on correlated gas sensor data with recursive feature elimination

(2015) Ke Yan et al.   SENSORS AND ACTUATORS B-CHEMICAL

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Identifying and Mapping Connectivity Patterns of Brain Network Hubs in Alzheimer's Disease

(2014) Zhengjia Dai et al.   CEREBRAL CORTEX

Disrutpted resting-state functional architecture of the brain after 45-day simulated microgravity

(2014) Yuan Zhou et al.   Frontiers in Behavioral Neuroscience

Topological graph kernel on multiple thresholded functional connectivity networks for mild cognitive impairment classification

(2013) Biao Jie et al.   HUMAN BRAIN MAPPING

Diagnosis of autism spectrum disorders using regional and interregional morphological features

(2013) Chong-Yaw Wee et al.   HUMAN BRAIN MAPPING

Integration of Network Topological and Connectivity Properties for Neuroimaging Classification

(2013) Biao Jie et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Principal components of functional connectivity: A new approach to study dynamic brain connectivity during rest

(2013) Nora Leonardi et al.   NEUROIMAGE

A Review of Feature Reduction Techniques in Neuroimaging

(2013) Benson Mwangi et al.   NEUROINFORMATICS

Multi-centre diagnostic classification of individual structural neuroimaging scans from patients with major depressive disorder

(2012) Benson Mwangi et al.   BRAIN

Multivoxel Pattern Analysis for fMRI Data: A Review

(2012) Abdelhak Mahmoudi et al.   Computational and Mathematical Methods in Medicine

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

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

The Receiver Operational Characteristic for Binary Classification with Multiple Indices and Its Application to the Neuroimaging Study of Alzheimer's Disease

(2012) Xia Wu et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Network Centrality in the Human Functional Connectome

(2011) Xi-Nian Zuo et al.   CEREBRAL CORTEX

Identification of MCI individuals using structural and functional connectivity networks

(2011) Chong-Yaw Wee et al.   NEUROIMAGE

REST: A Toolkit for Resting-State Functional Magnetic Resonance Imaging Data Processing

(2011) Xiao-Wei Song et al.   PLoS One

Divergent network connectivity changes in behavioural variant frontotemporal dementia and Alzheimer’s disease

(2010) Juan Zhou et al.   BRAIN

Frequency-dependent changes in the amplitude of low-frequency fluctuations in amnestic mild cognitive impairment: A resting-state fMRI study

(2010) Ying Han et al.   NEUROIMAGE

Genome-wide association analysis by lasso penalized logistic regression

(2009) Tong Tong Wu et al.   BIOINFORMATICS

SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting

(2009) R. Chaves et al.   NEUROSCIENCE LETTERS

An improved approach to detection of amplitude of low-frequency fluctuation (ALFF) for resting-state fMRI: Fractional ALFF

(2008) Qi-Hong Zou et al.   JOURNAL OF NEUROSCIENCE METHODS

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns

(2008) Federico De Martino et al.   NEUROIMAGE