Machine-learning classification of 22q11.2 deletion syndrome: A diffusion tensor imaging study

[1]  N. Makris,et al.  Abnormalities in brain white matter in adolescents with 22q11.2 deletion syndrome and psychotic symptoms , 2017, Brain Imaging and Behavior.

[2]  Nikos Makris,et al.  Mapping temporo-parietal and temporo-occipital cortico-cortical connections of the human middle longitudinal fascicle in subject-specific, probabilistic, and stereotaxic Talairach spaces , 2016, Brain Imaging and Behavior.

[3]  Thomas Quinn,et al.  exprso: an R-package for the rapid implementation of machine learning algorithms , 2016, F1000Research.

[4]  D. Murphy,et al.  Visual perception and processing in children with 22q11.2 deletion syndrome: associations with social cognition measures of face identity and emotion recognition , 2016, Journal of Neurodevelopmental Disorders.

[5]  T. van Amelsvoort,et al.  Distinct white-matter aberrations in 22q11.2 deletion syndrome and patients at ultra-high risk for psychosis , 2016, Psychological Medicine.

[6]  Nikos Makris,et al.  Tractography Analysis of 5 White Matter Bundles and Their Clinical and Cognitive Correlates in Early-Course Schizophrenia. , 2016, Schizophrenia bulletin.

[7]  S. Eliez,et al.  Long-range dysconnectivity in frontal and midline structures is associated to psychosis in 22q11.2 deletion syndrome , 2016, Journal of Neural Transmission.

[8]  Luca Citi,et al.  Prediction of Impaired Performance in Trail Making Test in MCI Patients With Small Vessel Disease Using DTI Data , 2016, IEEE Journal of Biomedical and Health Informatics.

[9]  A. Griffa,et al.  An affected core drives network integration deficits of the structural connectome in 22q11.2 deletion syndrome , 2015, NeuroImage: Clinical.

[10]  Carl-Fredrik Westin,et al.  The white matter query language: a novel approach for describing human white matter anatomy , 2015, Brain Structure and Function.

[11]  Thomas Kirste,et al.  Predicting Prodromal Alzheimer's Disease in Subjects with Mild Cognitive Impairment Using Machine Learning Classification of Multimodal Multicenter Diffusion‐Tensor and Magnetic Resonance Imaging Data , 2015, Journal of neuroimaging : official journal of the American Society of Neuroimaging.

[12]  L. Campbell,et al.  Social cognition dysfunction in adolescents with 22q11.2 deletion syndrome (velo-cardio-facial syndrome): relationship with executive functioning and social competence/functioning. , 2015, Journal of intellectual disability research : JIDR.

[13]  M. Mesulam,et al.  The Wernicke conundrum and the anatomy of language comprehension in primary progressive aphasia. , 2015, Brain : a journal of neurology.

[14]  P. B. Cipolloni,et al.  Cerebral Cortex: Architecture, Connections, and the Dual Origin Concept , 2015 .

[15]  Naomi J. Goodrich-Hunsaker,et al.  Disrupted fornix integrity in children with chromosome 22q11.2 deletion syndrome , 2015, Psychiatry Research: Neuroimaging.

[16]  Matthew H. Gnirke,et al.  White matter microstructural abnormalities of the cingulum bundle in youths with 22q11.2 deletion syndrome: Associations with medication, neuropsychological function, and prodromal symptoms of psychosis , 2015, Schizophrenia Research.

[17]  Matthew E. Ritchie,et al.  limma powers differential expression analyses for RNA-sequencing and microarray studies , 2015, Nucleic acids research.

[18]  Umberto Castellani,et al.  Classification of first-episode psychosis: a multi-modal multi-feature approach integrating structural and diffusion imaging , 2015, Journal of Neural Transmission.

[19]  Paul M. Thompson,et al.  Altered white matter microstructure is associated with social cognition and psychotic symptoms in 22q11.2 microdeletion syndrome , 2014, Front. Behav. Neurosci..

[20]  V. Kljajevic White matter architecture of the language network , 2014 .

[21]  Stephan Eliez,et al.  Psychiatric disorders from childhood to adulthood in 22q11.2 deletion syndrome: results from the International Consortium on Brain and Behavior in 22q11.2 Deletion Syndrome. , 2014, The American journal of psychiatry.

[22]  Matthew H. Gnirke,et al.  White matter abnormalities in 22q11.2 deletion syndrome: Preliminary associations with the Nogo-66 receptor gene and symptoms of psychosis , 2014, Schizophrenia Research.

[23]  Qiyong Gong,et al.  Multivariate pattern analysis of DTI reveals differential white matter in individuals with obsessive‐compulsive disorder , 2013, Human brain mapping.

[24]  Aixia Guo,et al.  Gene Selection for Cancer Classification using Support Vector Machines , 2014 .

[25]  Paul M. Thompson,et al.  White matter microstructural abnormalities in girls with chromosome 22q11.2 deletion syndrome, Fragile X or Turner syndrome as evidenced by diffusion tensor imaging , 2013, NeuroImage.

[26]  Wolfram Ziegler,et al.  Fronto-parietal dorsal and ventral pathways in the context of different linguistic manipulations , 2013, Brain and Language.

[27]  E. Bigler,et al.  Wechsler Adult Intelligence Scale–Third Edition profiles and their relationship to self-reported outcome following traumatic brain injury , 2013, Journal of clinical and experimental neuropsychology.

[28]  Fang-Cheng Yeh,et al.  Rethinking the role of the middle longitudinal fascicle in language and auditory pathways. , 2013, Cerebral cortex.

[29]  Carl-Fredrik Westin,et al.  On Describing Human White Matter Anatomy: The White Matter Query Language , 2013, MICCAI.

[30]  Benjamin Haibe-Kains,et al.  mRMRe: an R package for parallelized mRMR ensemble feature selection , 2013, Bioinform..

[31]  Emily L. Dennis,et al.  Typical and atypical brain development: a review of neuroimaging studies , 2013, Dialogues in clinical neuroscience.

[32]  S. Costafreda,et al.  Neuroimaging-Based Biomarkers in Psychiatry: Clinical Opportunities of a Paradigm Shift , 2013, Canadian journal of psychiatry. Revue canadienne de psychiatrie.

[33]  M. E. Shenton,et al.  Human middle longitudinal fascicle: segregation and behavioral-clinical implications of two distinct fiber connections linking temporal pole and superior temporal gyrus with the angular gyrus or superior parietal lobule using multi-tensor tractography , 2013, Brain Imaging and Behavior.

[34]  H. Duffau,et al.  Evidence of a middle longitudinal fasciculus in the human brain from fiber dissection , 2013, Journal of anatomy.

[35]  R. Kikinis,et al.  Genetic contributions to changes of fiber tracts of ventral visual stream in 22q11.2 deletion syndrome , 2013, Brain Imaging and Behavior.

[36]  L. Cammoun,et al.  Reduced Fronto-Temporal and Limbic Connectivity in the 22q11.2 Deletion Syndrome: Vulnerability Markers for Developing Schizophrenia? , 2013, PloS one.

[37]  Steven C. R. Williams,et al.  Using genetic, cognitive and multi-modal neuroimaging data to identify ultra-high-risk and first-episode psychosis at the individual level , 2013, Psychological Medicine.

[38]  Hugues Duffau,et al.  Middle longitudinal fasciculus delineation within language pathways: a diffusion tensor imaging study in human. , 2013, European journal of radiology.

[39]  C. Westin,et al.  Human middle longitudinal fascicle: variations in patterns of anatomical connections , 2013, Brain Structure and Function.

[40]  S. Haller,et al.  Individual Detection of Patients with Parkinson Disease using Support Vector Machine Analysis of Diffusion Tensor Imaging Data: Initial Results , 2012, American Journal of Neuroradiology.

[41]  R. Kikinis,et al.  Reduced fractional anisotropy and axial diffusivity in white matter in 22q11.2 deletion syndrome: A pilot study , 2012, Schizophrenia Research.

[42]  Dewen Hu,et al.  Increased Cortical-Limbic Anatomical Network Connectivity in Major Depression Revealed by Diffusion Tensor Imaging , 2012, PloS one.

[43]  Wanda Fremont,et al.  Atlas-based white matter analysis in individuals with velo-cardio-facial syndrome (22q11.2 deletion syndrome) and unaffected siblings , 2012, Behavioral and Brain Functions.

[44]  J. Vorstman,et al.  Cognitive development in children with 22q11.2 deletion syndrome. , 2012, The British journal of psychiatry : the journal of mental science.

[45]  A. Mechelli,et al.  Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: A critical review , 2012, Neuroscience & Biobehavioral Reviews.

[46]  D. Prvulovic,et al.  Using Support Vector Machines with Multiple Indices of Diffusion for Automated Classification of Mild Cognitive Impairment , 2012, PloS one.

[47]  A. Nederveen,et al.  White matter abnormalities in adults with 22q11 deletion syndrome with and without schizophrenia , 2011, Schizophrenia Research.

[48]  Luke Bloy,et al.  Diffusion based abnormality markers of pathology: Toward learned diagnostic prediction of ASD , 2011, NeuroImage.

[49]  Carl-Fredrik Westin,et al.  Statistical analysis of fiber bundles using multi-tensor tractography: application to first-episode schizophrenia. , 2011, Magnetic resonance imaging.

[50]  Torsten Baldeweg,et al.  Neuroanatomy in adolescents and young adults with 22q11 Deletion Syndrome: Comparison to an IQ-matched group , 2011, NeuroImage.

[51]  Paul Thompson,et al.  Developmental changes in multivariate neuroanatomical patterns that predict risk for psychosis in 22q11.2 deletion syndrome. , 2011, Journal of psychiatric research.

[52]  M. Catani,et al.  A lateralized brain network for visuospatial attention , 2011, Nature Neuroscience.

[53]  Martha Elizabeth Shenton,et al.  Filtered Multitensor Tractography , 2010, IEEE Transactions on Medical Imaging.

[54]  J. Badcock The cognitive neuropsychology of auditory hallucinations: a parallel auditory pathways framework. , 2010, Schizophrenia bulletin.

[55]  Derek K. Jones,et al.  White matter microstructure in 22q11 deletion syndrome: a pilot diffusion tensor imaging and voxel-based morphometry study of children and adolescents , 2010, Journal of Neurodevelopmental Disorders.

[56]  Carl-Fredrik Westin,et al.  A filtered approach to neural tractography using the Watson directional function , 2010, Medical Image Anal..

[57]  K. Lovblad,et al.  Individual prediction of cognitive decline in mild cognitive impairment using support vector machine-based analysis of diffusion tensor imaging data. , 2010, Journal of Alzheimer's disease : JAD.

[58]  Klaus P. Ebmeier,et al.  Meta-analysis of magnetic resonance imaging studies in chromosome 22q11.2 deletion syndrome (velocardiofacial syndrome) , 2009, Schizophrenia Research.

[59]  D. Pandya,et al.  Delineation of the middle longitudinal fascicle in humans: a quantitative, in vivo, DT-MRI study. , 2009, Cerebral cortex.

[60]  Sheng-Kwei Song,et al.  Axial Diffusivity Is the Primary Correlate of Axonal Injury in the Experimental Autoimmune Encephalomyelitis Spinal Cord: A Quantitative Pixelwise Analysis , 2009, The Journal of Neuroscience.

[61]  Liberty S. Hamilton,et al.  Fiber tractography reveals disruption of temporal lobe white matter tracts in schizophrenia , 2009, Schizophrenia Research.

[62]  D. Pandya,et al.  The extreme capsule in humans and rethinking of the language circuitry , 2009, Brain Structure and Function.

[63]  Volkmar Glauche,et al.  Ventral and dorsal pathways for language , 2008, Proceedings of the National Academy of Sciences.

[64]  Stephan Eliez,et al.  Cingulate gyral reductions are related to low executive functioning and psychotic symptoms in 22q11.2 deletion syndrome , 2008, Neuropsychologia.

[65]  S. Kumra DISRUPTION OF WHITE MATTER INTEGRITY IN THE INFERIOR LONGITUDINAL FASCICULUS IN ADOLESCENTS WITH SCHIZOPHRENIA AS REVEALED BY FIBER TRACTOGRAPHY , 2008, Schizophrenia Research.

[66]  Hui Zhang,et al.  Atypical cortical connectivity and visuospatial cognitive impairments are related in children with chromosome 22q11.2 deletion syndrome , 2008, Behavioral and Brain Functions.

[67]  D. Poeppel,et al.  The cortical organization of speech processing , 2007, Nature Reviews Neuroscience.

[68]  D. Pandya,et al.  Association fibre pathways of the brain: parallel observations from diffusion spectrum imaging and autoradiography. , 2007, Brain : a journal of neurology.

[69]  Anders M. Dale,et al.  An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest , 2006, NeuroImage.

[70]  Eileen Daly,et al.  Brain and behaviour in children with 22q11.2 deletion syndrome: a volumetric and voxel-based morphometry MRI study. , 2006, Brain : a journal of neurology.

[71]  D. Pandya,et al.  Fiber Pathways of the Brain , 2006 .

[72]  Roland Bammer,et al.  Arithmetic ability and parietal alterations: a diffusion tensor imaging study in velocardiofacial syndrome. , 2005, Brain research. Cognitive brain research.

[73]  R. Weksberg,et al.  Clinical features of 78 adults with 22q11 deletion syndrome , 2005, American journal of medical genetics. Part A.

[74]  D. Pandya,et al.  Segmentation of subcomponents within the superior longitudinal fascicle in humans: a quantitative, in vivo, DT-MRI study. , 2005, Cerebral cortex.

[75]  Jun Yoshino,et al.  Demyelination increases radial diffusivity in corpus callosum of mouse brain , 2005, NeuroImage.

[76]  W. Kates,et al.  Behavior and corpus callosum morphology relationships in velocardiofacial syndrome (22q11.2 deletion syndrome) , 2005, Psychiatry Research: Neuroimaging.

[77]  James C. Gee,et al.  Volumetric, connective, and morphologic changes in the brains of children with chromosome 22q11.2 deletion syndrome: an integrative study , 2005, NeuroImage.

[78]  Derek K. Jones,et al.  Perisylvian language networks of the human brain , 2005, Annals of neurology.

[79]  Mark W. Woolrich,et al.  Advances in functional and structural MR image analysis and implementation as FSL , 2004, NeuroImage.

[80]  Godfrey D. Pearlson,et al.  Frontal and Caudate Alterations in Velocardiofacial Syndrome (Deletion at Chromosome 22q11.2) , 2004, Journal of child neurology.

[81]  D. Poeppel,et al.  Dorsal and ventral streams: a framework for understanding aspects of the functional anatomy of language , 2004, Cognition.

[82]  Jason Weston,et al.  Gene Selection for Cancer Classification using Support Vector Machines , 2002, Machine Learning.

[83]  D. N. Pandya,et al.  Further observations on parieto-temporal connections in the rhesus monkey , 2004, Experimental Brain Research.

[84]  Nikos Makris,et al.  Automatically parcellating the human cerebral cortex. , 2004, Cerebral cortex.

[85]  Stephan Eliez,et al.  Investigation of white matter structure in velocardiofacial syndrome: a diffusion tensor imaging study. , 2003, The American journal of psychiatry.

[86]  Derek K. Jones,et al.  Occipito-temporal connections in the human brain. , 2003, Brain : a journal of neurology.

[87]  J. Constantino,et al.  Validation of a Brief Quantitative Measure of Autistic Traits: Comparison of the Social Responsiveness Scale with the Autism Diagnostic Interview-Revised , 2003, Journal of autism and developmental disorders.

[88]  Godfrey D Pearlson,et al.  Prodromal assessment with the structured interview for prodromal syndromes and the scale of prodromal symptoms: predictive validity, interrater reliability, and training to reliability. , 2003, Schizophrenia bulletin.

[89]  Tony J. Simon,et al.  Cognitive development in VCFS , 2002 .

[90]  D. L. Mumme,et al.  Language skills in children with velocardiofacial syndrome (deletion 22q11.2). , 2002, The Journal of pediatrics.

[91]  J Suckling,et al.  Structural brain abnormalities associated with deletion at chromosome 22q11 , 2001, British Journal of Psychiatry.

[92]  Godfrey D Pearlson,et al.  Regional cortical white matter reductions in velocardiofacial syndrome: a volumetric MRI analysis , 2001, Biological Psychiatry.

[93]  M. Owen,et al.  High rates of schizophrenia in adults with velo-cardio-facial syndrome (VCFS) , 1999, Schizophrenia Research.

[94]  E. Zackai,et al.  Cognitive and behavior profile of preschool children with chromosome 22q11.2 deletion. , 1999, American journal of medical genetics.

[95]  E. Yeterian,et al.  MRI-Based Topographic Parcellation of Human Cerebral White Matter and Nuclei II. Rationale and Applications with Systematics of Cerebral Connectivity , 1999, NeuroImage.

[96]  T. L. Davis,et al.  Morphometry of in vivo human white matter association pathways with diffusion‐weighted magnetic resonance imaging , 1997, Annals of neurology.

[97]  K. Devriendt,et al.  Intelligence and psychosocial adjustment in velocardiofacial syndrome: a study of 37 children and adolescents with VCFS. , 1997, Journal of medical genetics.

[98]  S Clarke,et al.  Direct interhemispheric visual input to human speech areas , 1997, Human brain mapping.

[99]  H. Miller Brain and Behaviour , 1960, Nature.

[100]  J. Dejerine Anatomie des centres nerveux , 1895 .