Random support vector machine cluster analysis of resting-state fMRI in Alzheimer's disease

Disease-specific patterns of cortical and subcortical degeneration in a longitudinal study of Alzheimer's disease and behavioural-variant frontotemporal dementia

(2017) Ramon Landin-Romero et al.   NEUROIMAGE

Cortical brain volume abnormalities associated with few or multiple neuropsychiatric symptoms in Alzheimer’s disease

(2017) Lyssandra dos Santos Tascone et al.   PLoS One

FUNCTIONAL CONNECTIVITY OF THE ANTERIOR CINGULATE CORTEX IN ALZHEIMER’S DISEASE, PARKINSON’S DISEASE AND FRONTOTEMPORAL DEMENTIA

(2016) Namita Multani et al.   Alzheimers & Dementia

Structural MRI-based detection of Alzheimer's disease using feature ranking and classification error

(2016) Iman Beheshti et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Abnormal degree centrality in Alzheimer's disease patients with depression: A resting-state functional magnetic resonance imaging study

(2016) Zhongwei Guo et al.   EXPERIMENTAL GERONTOLOGY

A second-order cone programming formulation for nonparallel hyperplane support vector machine

(2016) Miguel Carrasco et al.   EXPERT SYSTEMS WITH APPLICATIONS

Design of a qualitative classification model through fuzzy support vector machine with type-2 fuzzy expected regression classifier preset

(2016) Yicheng Wei et al.   IEEJ Transactions on Electrical and Electronic Engineering

Brain Regions Involved in Arousal and Reward Processing are Associated with Apathy in Alzheimer’s Disease and Frontotemporal Dementia

(2016) Edward D. Huey et al.   JOURNAL OF ALZHEIMERS DISEASE

Reduced Regional Cortical Thickness Rate of Change in Donepezil-Treated Subjects With Suspected Prodromal Alzheimer’s Disease

(2016) Enrica Cavedo et al.   JOURNAL OF CLINICAL PSYCHIATRY

The Right Superior Frontal Gyrus and Individual Variation in Proactive Control of Impulsive Response

(2016) Sien Hu et al.   JOURNAL OF NEUROSCIENCE

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

(2016) Iman Beheshti et al.   MAGNETIC RESONANCE IMAGING

Alzheimer Disease and Behavioral Variant Frontotemporal Dementia: Automatic Classification Based on Cortical Atrophy for Single-Subject Diagnosis

(2016) Christiane Möller et al.   RADIOLOGY

Identifying Individuals at High Risk of Psychosis: Predictive Utility of Support Vector Machine using Structural and Functional MRI Data

(2016) Isabel Valli et al.   Frontiers in Psychiatry

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

Attentional Control and Intelligence: MRI Orbital Frontal Gray Matter and Neuropsychological Correlates

(2015) Paul G. Nestor et al.   BEHAVIOURAL NEUROLOGY

1-A-D-16. The characteristics of resting-state EEG connectivity in patients with Alzheimer’s disease by the LORETA

(2015) Keiichiro Nishida et al.   CLINICAL NEUROPHYSIOLOGY

Neurobiological indicators of disinhibition in posttraumatic stress disorder

(2015) Naomi Sadeh et al.   HUMAN BRAIN MAPPING

A Meta-Analysis of fMRI Activation Differences during Episodic Memory in Alzheimer's Disease and Mild Cognitive Impairment

(2015) Douglas P. Terry et al.   JOURNAL OF NEUROIMAGING

Neuropsychiatric symptoms in Alzheimer's disease: What might be associated brain circuits?

(2015) Paul B. Rosenberg et al.   MOLECULAR ASPECTS OF MEDICINE

Predicting outcome in clinically isolated syndrome using machine learning

(2015) V. Wottschel et al.   NeuroImage-Clinical

Functional connectivity classification of autism identifies highly predictive brain features but falls short of biomarker standards

(2015) Mark Plitt et al.   NeuroImage-Clinical

Voxel-based meta-analysis of grey matter changes in Alzheimer’s disease

(2015) Wen-Ying Wang et al.   Translational Neurodegeneration

The Role of Right Prefrontal and Medial Cortex in Response Inhibition: Interfering with Action Restraint and Action Cancellation Using Transcranial Magnetic Brain Stimulation

(2014) Franziska Dambacher et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Predictive Models Based on Support Vector Machines: Whole-Brain versus Regional Analysis of Structural MRI in the Alzheimer's Disease

(2014) Alessandra Retico et al.   JOURNAL OF NEUROIMAGING

Multivariate Classification of Blood Oxygen Level-Dependent fMRI Data with Diagnostic Intention: A Clinical Perspective

(2013) B. Sundermann et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Multivariate classification of social anxiety disorder using whole brain functional connectivity

(2013) Feng Liu et al.   Brain Structure & Function

Impaired Functional Connectivity of the Thalamus in Alzheimer’ s Disease and Mild Cognitive Impairment: A Resting-State fMRI Study

(2013) Bo Zhou et al.   Current Alzheimer Research

A network approach to response inhibition: dissociating functional connectivity of neural components involved in action restraint and action cancellation

(2013) Franziska Dambacher et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

A Review of Feature Reduction Techniques in Neuroimaging

(2013) Benson Mwangi et al.   NEUROINFORMATICS

Structural Interactions within the Default Mode Network Identified by Bayesian Network Analysis in Alzheimer’s Disease

(2013) Yan Wang et al.   PLoS One

Identify schizophrenia using resting-state functional connectivity: an exploratory research and analysis

(2012) Yan Tang et al.   Biomedical Engineering Online

Multichannel fNIRS assessment of overt and covert confrontation naming

(2012) Ayano Moriai-Izawa et al.   BRAIN AND LANGUAGE

Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: A critical review

(2012) Graziella Orrù et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

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

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

Can cognitive models explain brain activation during word and pseudoword reading? A meta-analysis of 36 neuroimaging studies.

(2012) J. S. H. Taylor et al.   PSYCHOLOGICAL BULLETIN

Classification of Fruits Using Computer Vision and a Multiclass Support Vector Machine

(2012) Yudong Zhang et al.   SENSORS

Diagnostic neuroimaging across diseases

(2011) Stefan Klöppel et al.   NEUROIMAGE

Different Time Courses for Learning-Related Changes in Amygdala and Orbitofrontal Cortex

(2011) Sara E. Morrison et al.   NEURON

Multi-Method Analysis of MRI Images in Early Diagnostics of Alzheimer's Disease

(2011) Robin Wolz et al.   PLoS One

Classification of Alzheimer Disease, Mild Cognitive Impairment, and Normal Cognitive Status with Large-Scale Network Analysis Based on Resting-State Functional MR Imaging

(2011) Gang Chen et al.   RADIOLOGY

Classification of foreign fibers in cotton lint using machine vision and multi-class support vector machine

(2010) Daoliang Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database

(2010) Rémi Cuingnet et al.   NEUROIMAGE

Prediction of Individual Brain Maturity Using fMRI

(2010) Nico U. F. Dosenbach et al.   SCIENCE

Resting-state functional connectivity in neuropsychiatric disorders

(2009) Michael Greicius   CURRENT OPINION IN NEUROLOGY

Amygdala and Orbitofrontal Cortex Lesions Differentially Influence Choices during Object Reversal Learning

(2008) P. H. Rudebeck et al.   JOURNAL OF NEUROSCIENCE

Competition between functional brain networks mediates behavioral variability

(2007) A.M. Clare Kelly et al.   NEUROIMAGE