Multivariate classification of smokers and nonsmokers using SVM-RFE on structural MRI images
出版年份 2015 全文链接
标题
Multivariate classification of smokers and nonsmokers using SVM-RFE on structural MRI images
作者
关键词
-
出版物
HUMAN BRAIN MAPPING
Volume 36, Issue 12, Pages 4869-4879
出版商
Wiley
发表日期
2015-10-25
DOI
10.1002/hbm.22956
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- (2017) Pedro Paulo de Magalhães Oliveira et al. JOURNAL OF ALZHEIMERS DISEASE
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- (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
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- (2012) Mireille Nieuwenhuis et al. NEUROIMAGE
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- (2011) L. R. Reitzel et al. CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION
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- (2011) Niels K. Focke et al. HUMAN BRAIN MAPPING
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- (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
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- (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
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