Multi-View Ensemble Classification of Brain Connectivity Images for Neurodegeneration Type Discrimination

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

(2017) Mohammad R. Arbabshirani et al.   NEUROIMAGE

The Incidence of Parkinson's Disease: A Systematic Review and Meta-Analysis

(2016) Lauren Hirsch et al.   NEUROEPIDEMIOLOGY

Discriminative Analysis of Parkinson’s Disease Based on Whole-Brain Functional Connectivity

(2015) Yongbin Chen et al.   PLoS One

An empirical comparison of different approaches for combining multimodal neuroimaging data with support vector machine

(2014) William Pettersson-Yeo et al.   Frontiers in Neuroscience

Multimodal MRI as a diagnostic biomarker for amyotrophic lateral sclerosis

(2014) Bradley R. Foerster et al.   Annals of Clinical and Translational Neurology

Inferring Group-Wise Consistent Multimodal Brain Networks via Multi-View Spectral Clustering

(2013) Hanbo Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A survey of multi-view machine learning

(2013) Shiliang Sun   NEURAL COMPUTING & APPLICATIONS

Graph analysis of the human connectome: Promise, progress, and pitfalls

(2013) Alex Fornito et al.   NEUROIMAGE

Function–structure associations of the brain: Evidence from multimodal connectivity and covariance studies

(2013) Jing Sui et al.   NEUROIMAGE

Fusing DTI and fMRI data: A survey of methods and applications

(2013) Dajiang Zhu et al.   NEUROIMAGE

A Review of Feature Reduction Techniques in Neuroimaging

(2013) Benson Mwangi et al.   NEUROINFORMATICS

Substantia nigra in Parkinson’s disease: a multimodal MRI comparison between early and advanced stages of the disease

(2013) Domenico Aquino et al.   NEUROLOGICAL SCIENCES

Resting-state functional connectivity in normal brain aging

(2013) Luiz Kobuti Ferreira et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Divergent brain network connectivity in amyotrophic lateral sclerosis

(2012) Federica Agosta et al.   NEUROBIOLOGY OF AGING

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

(2012) Katherine R. Gray et al.   NEUROIMAGE

The human connectome: a complex network

(2011) Olaf Sporns   Annals of the New York Academy of Sciences

Integration of structural and functional magnetic resonance imaging in amyotrophic lateral sclerosis

(2011) Gwenaëlle Douaud et al.   BRAIN

Amyotrophic lateral sclerosis

(2011) Matthew C Kiernan et al.   LANCET

FSL

(2011) Mark Jenkinson et al.   NEUROIMAGE

A supervised clustering approach for fMRI-based inference of brain states

(2011) Vincent Michel et al.   PATTERN RECOGNITION

Exploring the brain network: A review on resting-state fMRI functional connectivity

(2010) Martijn P. van den Heuvel et al.   EUROPEAN NEUROPSYCHOPHARMACOLOGY

Classifier ensembles for fMRI data analysis: an experiment

(2010) Ludmila I. Kuncheva et al.   MAGNETIC RESONANCE IMAGING

Alcohol increases spontaneous BOLD signal fluctuations in the visual network

(2010) Fabrizio Esposito et al.   NEUROIMAGE

Incidence of amyotrophic lateral sclerosis in Europe

(2009) G. Logroscino et al.   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

Electrodiagnostic criteria for diagnosis of ALS

(2008) Mamede de Carvalho et al.   CLINICAL NEUROPHYSIOLOGY

Empirical characterization of random forest variable importance measures

(2007) Kellie J. Archer et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS