Multi-modal multiple kernel learning for accurate identification of Tourette syndrome children

[1]  D. Cohen,et al.  The Yale Global Tic Severity Scale: initial testing of a clinician-rated scale of tic severity. , 1989, Journal of the American Academy of Child and Adolescent Psychiatry.

[2]  P. Camfield,et al.  Peer problems in Tourette's disorder. , 1991, Pediatrics.

[3]  A. Parent,et al.  Projection from the deep cerebellar nuclei to the pedunculopontine nucleus in the squirrel monkey , 1992, Brain Research.

[4]  P. Basser Inferring microstructural features and the physiological state of tissues from diffusion‐weighted images , 1995, NMR in biomedicine.

[5]  Ron Kohavi,et al.  Wrappers for Feature Subset Selection , 1997, Artif. Intell..

[6]  W. Goodman,et al.  Children's Yale-Brown Obsessive Compulsive Scale: reliability and validity. , 1997, Journal of the American Academy of Child and Adolescent Psychiatry.

[7]  Alan C. Evans,et al.  Enhancement of MR Images Using Registration for Signal Averaging , 1998, Journal of Computer Assisted Tomography.

[8]  Alan C. Evans,et al.  Three-Dimensional MRI Atlas of the Human Cerebellum in Proportional Stereotaxic Space , 1999, NeuroImage.

[9]  Karl J. Friston,et al.  Voxel-Based Morphometry—The Methods , 2000, NeuroImage.

[10]  E Stern,et al.  A functional neuroanatomy of tics in Tourette syndrome. , 2000, Archives of general psychiatry.

[11]  J C Gore,et al.  Regional brain and ventricular volumes in Tourette syndrome. , 2001, Archives of general psychiatry.

[12]  Derek K. Jones,et al.  Diffusion‐tensor MRI: theory, experimental design and data analysis – a technical review , 2002 .

[13]  Peter Herscovitch,et al.  The Functional Neuroanatomy of Tourette's Syndrome: An FDG PET Study III: Functional Coupling of Regional Cerebral Metabolic Rates , 2002, Neuropsychopharmacology.

[14]  Shu-Wei Sun,et al.  Diffusion tensor imaging detects and differentiates axon and myelin degeneration in mouse optic nerve after retinal ischemia , 2003, NeuroImage.

[15]  P. Wender,et al.  [Reliability and validity of the Wender-Utah-Rating-Scale short form. Retrospective assessment of symptoms for attention deficit/hyperactivity disorder]. , 2003, Der Nervenarzt.

[16]  B. Peterson,et al.  Developmental processes and brain imaging studies in Tourette syndrome. , 2003, Journal of Psychosomatic Research.

[17]  H. Singer,et al.  Neurobiology of Tourette's syndrome: concepts of neuroanatomic localization and neurochemical abnormalities , 2003, Brain and Development.

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

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

[20]  Gunnar Rätsch,et al.  Large Scale Multiple Kernel Learning , 2006, J. Mach. Learn. Res..

[21]  J. Michael Tyszka,et al.  Statistical diffusion tensor histology reveals regional dysmyelination effects in the shiverer mouse mutant , 2006, NeuroImage.

[22]  Jan Kassubek,et al.  Grey-matter abnormalities in boys with Tourette syndrome: magnetic resonance imaging study using optimised voxel-based morphometry , 2006, British Journal of Psychiatry.

[23]  Daniel Rueckert,et al.  Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data , 2006, NeuroImage.

[24]  John Ashburner,et al.  A fast diffeomorphic image registration algorithm , 2007, NeuroImage.

[25]  M. Behen,et al.  Microstructural abnormalities of striatum and thalamus in children with Tourette syndrome , 2008, Movement disorders : official journal of the Movement Disorder Society.

[26]  Reinhard Dengler,et al.  Prefrontal and anterior cingulate cortex abnormalities in Tourette Syndrome: evidence from voxel-based morphometry and magnetization transfer imaging , 2009, BMC Neuroscience.

[27]  S. Petersen,et al.  Control networks in paediatric Tourette syndrome show immature and anomalous patterns of functional connectivity , 2008, Brain : a journal of neurology.

[28]  Arthur W. Toga,et al.  Atlas-based whole brain white matter analysis using large deformation diffeomorphic metric mapping: Application to normal elderly and Alzheimer's disease participants , 2009, NeuroImage.

[29]  Alexander Münchau,et al.  Structural changes in the somatosensory system correlate with tic severity in Gilles de la Tourette syndrome. , 2009, Brain : a journal of neurology.

[30]  Michael Weiner,et al.  Automated MRI-based classification of primary progressive aphasia variants , 2009, NeuroImage.

[31]  S. V. N. Vishwanathan,et al.  Multiple Kernel Learning and the SMO Algorithm , 2010, NIPS.

[32]  Timothy P. L. Roberts,et al.  DTI Based Diagnostic Prediction of a Disease via Pattern Classification , 2010, MICCAI.

[33]  Frank Schneider,et al.  White-matter abnormalities in Tourette syndrome extend beyond motor pathways , 2010, NeuroImage.

[34]  F. Schneider,et al.  Altered amygdala functional connectivity in adult Tourette’s syndrome , 2010, European Archives of Psychiatry and Clinical Neuroscience.

[35]  Jonathan W. Mink,et al.  Advances in understanding and treatment of Tourette syndrome , 2011, Nature Reviews Neurology.

[36]  Aribert Rothenberger,et al.  Increased putamen and callosal motor subregion in treatment-naïve boys with Tourette syndrome indicates changes in the bihemispheric motor network. , 2011, Journal of child psychology and psychiatry, and allied disciplines.

[37]  Ryan J. Felling,et al.  Neurobiology of Tourette Syndrome: Current Status and Need for Further Investigation , 2011, The Journal of Neuroscience.

[38]  Vikas Singh,et al.  Predictive markers for AD in a multi-modality framework: An analysis of MCI progression in the ADNI population , 2011, NeuroImage.

[39]  Rachel Marsh,et al.  The neural circuits that generate tics in Tourette's syndrome. , 2011, The American journal of psychiatry.

[40]  Marc Modat,et al.  The Importance of Group-Wise Registration in Tract Based Spatial Statistics Study of Neurodegeneration: A Simulation Study in Alzheimer's Disease , 2012, PloS one.

[41]  Huiguang He,et al.  Classification of ADHD children through multimodal magnetic resonance imaging , 2012, Front. Syst. Neurosci..

[42]  Stefan Klöppel,et al.  Combining DTI and MRI for the Automated Detection of Alzheimer's Disease Using a Large European Multicenter Dataset , 2012, MBIA.

[43]  Daoqiang Zhang,et al.  Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease , 2012, NeuroImage.

[44]  Alessandra Retico,et al.  Female children with autism spectrum disorder: An insight from mass-univariate and pattern classification analyses , 2012, NeuroImage.

[45]  Harald Hampel,et al.  White Matter Differences between Healthy Young ApoE4 Carriers and Non-Carriers Identified with Tractography and Support Vector Machines , 2012, PloS one.

[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]  Edward T. Bullmore,et al.  Schizophrenia, neuroimaging and connectomics , 2012, NeuroImage.

[48]  Gerry Leisman,et al.  Intentionality and “free-will” from a neurodevelopmental perspective , 2012, Front. Integr. Neurosci..

[49]  Yong He,et al.  Discriminative analysis of early Alzheimer's disease using multi-modal imaging and multi-level characterization with multi-classifier (M3) , 2012, NeuroImage.

[50]  N. Bodammer,et al.  Tics are caused by alterations in prefrontal areas, thalamus and putamen, while changes in the cingulate gyrus reflect secondary compensatory mechanisms , 2014, BMC Neuroscience.

[51]  Alexander Münchau,et al.  The functional anatomy of Gilles de la Tourette syndrome , 2013, Neuroscience & Biobehavioral Reviews.

[52]  Huiguang He,et al.  Structural Abnormalities in Early Tourette Syndrome Children: A Combined Voxel-Based Morphometry and Tract-Based Spatial Statistics Study , 2013, PloS one.

[53]  M Mallar Chakravarty,et al.  Alterations of Superficial White Matter in Schizophrenia and Relationship to Cognitive Performance , 2013, Neuropsychopharmacology.

[54]  C. Jack,et al.  Effectiveness of regional DTI measures in distinguishing Alzheimer's disease, MCI, and normal aging☆ , 2013, NeuroImage: Clinical.

[55]  G. Gravino Gilles de la Tourette syndrome. , 2013, Annals of clinical psychiatry : official journal of the American Academy of Clinical Psychiatrists.

[56]  Dinggang Shen,et al.  Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification , 2014, NeuroImage.

[57]  Huiguang He,et al.  Combining tract‐ and atlas‐based analysis reveals microstructural abnormalities in early Tourette syndrome children , 2016, Human brain mapping.

[58]  Wei Liao,et al.  Inter-hemispheric Intrinsic Connectivity as a Neuromarker for the Diagnosis of Boys with Tourette Syndrome , 2017, Molecular Neurobiology.