Multivariate classification of smokers and nonsmokers using SVM-RFE on structural MRI images

Use of SVM Methods with Surface-Based Cortical and Volumetric Subcortical Measurements to Detect Alzheimer's Disease

(2017) Pedro Paulo de Magalhães Oliveira et al.   JOURNAL OF ALZHEIMERS DISEASE

Prediction as a Humanitarian and Pragmatic Contribution from Human Cognitive Neuroscience

(2015) John D.E. Gabrieli et al.   NEURON

The insula: a critical neural substrate for craving and drug seeking under conflict and risk

(2014) Nasir H. Naqvi et al.   Annals of the New York Academy of Sciences

Machine learning classification of resting state functional connectivity predicts smoking status

(2014) Vani Pariyadath et al.   Frontiers in Human Neuroscience

Neuropsychosocial profiles of current and future adolescent alcohol misusers

(2014) Robert Whelan et al.   NATURE

Current Smoking and Reduced Gray Matter Volume—a Voxel-Based Morphometry Study

(2014) Hans-Christian Fritz et al.   NEUROPSYCHOPHARMACOLOGY

Probabilistic Diffusion Tractography and Graph Theory Analysis Reveal Abnormal White Matter Structural Connectivity Networks in Drug-Naive Boys with Attention Deficit/Hyperactivity Disorder

(2013) Q. Cao et al.   JOURNAL OF NEUROSCIENCE

Changes of Functional and Effective Connectivity in Smoking Replenishment on Deprived Heavy Smokers: A Resting-State fMRI Study

(2013) Xiaoyu Ding et al.   PLoS One

Impact of Smoking on Cognitive Decline in Early Old Age

(2012) Séverine Sabia et al.   ARCHIVES OF GENERAL PSYCHIATRY

Can neuroimaging be used as a support to diagnosis of borderline personality disorder? An approach based on computational neuroanatomy and machine learning

(2012) João Ricardo Sato et al.   JOURNAL OF PSYCHIATRIC RESEARCH

Resting state functional connectivity in addiction: Lessons learned and a road ahead

(2012) Matthew T. Sutherland et al.   NEUROIMAGE

Classification of schizophrenia patients and healthy controls from structural MRI scans in two large independent samples

(2012) Mireille Nieuwenhuis et al.   NEUROIMAGE

Multivariate Searchlight Classification of Structural Magnetic Resonance Imaging in Children and Adolescents with Autism

(2011) Lucina Q. Uddin et al.   BIOLOGICAL PSYCHIATRY

The Efficacy of Computer-Delivered Treatment for Smoking Cessation

(2011) L. R. Reitzel et al.   CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION

Individual voxel-based subtype prediction can differentiate progressive supranuclear palsy from idiopathic parkinson syndrome and healthy controls

(2011) Niels K. Focke et al.   HUMAN BRAIN MAPPING

Dysfunction of the prefrontal cortex in addiction: neuroimaging findings and clinical implications

(2011) Rita Z. Goldstein et al.   NATURE REVIEWS NEUROSCIENCE

Female children with autism spectrum disorder: An insight from mass-univariate and pattern classification analyses

(2011) Sara Calderoni et al.   NEUROIMAGE

Maximum-uncertainty linear discrimination analysis of first-episode schizophrenia subjects

(2011) Tomas Kasparek et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Structural Brain Changes in Aging: Courses, Causes and Cognitive Consequences

(2011) Anders M. Fjell et al.   REVIEWS IN THE NEUROSCIENCES

Differences between smokers and non-smokers in regional gray matter volumes: a voxel-based morphometry study

(2010) Yanhui Liao et al.   ADDICTION BIOLOGY

The sentient self

(2010) A. D. (Bud) Craig   Brain Structure & Function

Machine-learning techniques for building a diagnostic model for very mild dementia

(2010) Rong Chen et al.   NEUROIMAGE

Prognostic prediction of therapeutic response in depression using high-field MR imaging

(2010) Qiyong Gong et al.   NEUROIMAGE

Factors underlying prefrontal and insula structural alterations in smokers

(2010) Xiaochu Zhang et al.   NEUROIMAGE

Hippocampal and striatal gray matter volume are associated with a smoking cessation treatment outcome: results of an exploratory voxel-based morphometric analysis

(2010) Brett Froeliger et al.   PSYCHOPHARMACOLOGY

Association of Nicotine Addiction and Nicotine's Actions With Separate Cingulate Cortex Functional Circuits

(2009) L. Elliot Hong et al.   ARCHIVES OF GENERAL PSYCHIATRY

Investigating the predictive value of whole-brain structural MR scans in autism: A pattern classification approach

(2009) Christine Ecker et al.   NEUROIMAGE

Whole-brain anatomical networks: Does the choice of nodes matter?

(2009) Andrew Zalesky et al.   NEUROIMAGE

Predictive models of autism spectrum disorder based on brain regional cortical thickness

(2009) Yun Jiao et al.   NEUROIMAGE

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

(2008) Federico De Martino et al.   NEUROIMAGE

Mapping the Structural Core of Human Cerebral Cortex

(2008) Patric Hagmann et al.   PLOS BIOLOGY