Pattern classification using principal components of cortical thickness and its discriminative pattern in schizophrenia

[1]  Alan C. Evans,et al.  Mapping anatomical correlations across cerebral cortex (MACACC) using cortical thickness from MRI , 2006, NeuroImage.

[2]  Alan C. Evans,et al.  A novel quantitative cross-validation of different cortical surface reconstruction algorithms using MRI phantom , 2006, NeuroImage.

[3]  Sun I. Kim,et al.  Gender difference analysis of cortical thickness in healthy young adults with surface-based methods , 2006, NeuroImage.

[4]  Chih-Jen Lin,et al.  Working Set Selection Using Second Order Information for Training Support Vector Machines , 2005, J. Mach. Learn. Res..

[5]  B. Turetsky,et al.  Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities. , 2005, Archives of general psychiatry.

[6]  N. Andreasen,et al.  Morphology of the anterior cingulate gyrus in patients with schizophrenia: relationship to typical neuroleptic exposure. , 2005, The American journal of psychiatry.

[7]  T. Sharma,et al.  The Relationship of Structural Alterations to Cognitive Deficits in Schizophrenia: A Voxel-Based Morphometry Study , 2005, Biological Psychiatry.

[8]  Alan C. Evans,et al.  Automated 3-D extraction and evaluation of the inner and outer cortical surfaces using a Laplacian map and partial volume effect classification , 2005, NeuroImage.

[9]  R. Woods,et al.  Cortical Thinning in Cingulate and Occipital Cortices in First Episode Schizophrenia , 2005, Biological Psychiatry.

[10]  Alan C. Evans,et al.  Focal decline of cortical thickness in Alzheimer's disease identified by computational neuroanatomy. , 2004, Cerebral cortex.

[11]  R. Woods,et al.  Mapping cortical thickness and gray matter concentration in first episode schizophrenia. , 2005, Cerebral cortex.

[12]  Sun I. Kim,et al.  Quantitative analysis of group-specific brain tissue probability map for schizophrenic patients , 2005, NeuroImage.

[13]  W. Eric L. Grimson,et al.  Detection and analysis of statistical differences in anatomical shape , 2005, Medical Image Anal..

[14]  Alan C. Evans,et al.  Cortical thickness analysis examined through power analysis and a population simulation , 2005, NeuroImage.

[15]  Fillia Makedon,et al.  A surface-based approach for classification of 3D neuroanatomic structures , 2004, Intell. Data Anal..

[16]  L. Selemon Increased cortical neuronal density in schizophrenia. , 2004, The American journal of psychiatry.

[17]  M. Shenton,et al.  Prefrontal cortical thickness in first-episode psychosis: a magnetic resonance imaging study , 2004, Biological Psychiatry.

[18]  Alan C. Evans,et al.  Anatomical standardization of the human brain in euclidean 3-space and on the cortical 2-manifold , 2004 .

[19]  Jong-Min Lee,et al.  Modified Magnetic Resonance Image Based Parcellation Method for Cerebral Cortex using Successive Fuzzy Clustering and Boundary Detection , 2004, Annals of Biomedical Engineering.

[20]  C. Büchel,et al.  Neuroanatomy of "hearing voices": a frontotemporal brain structural abnormality associated with auditory hallucinations in schizophrenia. , 2004, Cerebral cortex.

[21]  D. Louis Collins,et al.  Tuning and Comparing Spatial Normalization Methods , 2003, MICCAI.

[22]  N. Andreasen,et al.  Gyrification abnormalities in childhood- and adolescent-onset schizophrenia , 2003, Biological Psychiatry.

[23]  Paul A. Yushkevich,et al.  Feature Selection for Shape-Based Classification of Biological Objects , 2003, IPMI.

[24]  Fillia Makedon,et al.  Hippocampal shape analysis: surface-based representation and classification , 2003, SPIE Medical Imaging.

[25]  S. Lawrie,et al.  Structural disconnectivity in schizophrenia: a diffusion tensor magnetic resonance imaging study , 2003, British Journal of Psychiatry.

[26]  Marianna D. Eddy,et al.  Regionally localized thinning of the cerebral cortex in schizophrenia , 2003, Schizophrenia Research.

[27]  Eve C. Johnstone,et al.  Structural Gray Matter Differences between First-Episode Schizophrenics and Normal Controls Using Voxel-Based Morphometry , 2002, NeuroImage.

[28]  Alan C. Evans,et al.  Automatic "pipeline" analysis of 3-D MRI data for clinical trials: application to multiple sclerosis , 2002, IEEE Transactions on Medical Imaging.

[29]  Geoffrey J McLachlan,et al.  Selection bias in gene extraction on the basis of microarray gene-expression data , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[30]  Thomas E. Nichols,et al.  Thresholding of Statistical Maps in Functional Neuroimaging Using the False Discovery Rate , 2002, NeuroImage.

[31]  M. Chung Tensor-Based Surface Morphometry , 2002 .

[32]  R. McCarley,et al.  A review of MRI findings in schizophrenia , 2001, Schizophrenia Research.

[33]  Alan C. Evans,et al.  Measurement of Cortical Thickness Using an Automated 3-D Algorithm: A Validation Study , 2001, NeuroImage.

[34]  Shigeo Abe DrEng Pattern Classification , 2001, Springer London.

[35]  Alan C. Evans,et al.  Automated 3-D Extraction of Inner and Outer Surfaces of Cerebral Cortex from MRI , 2000, NeuroImage.

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

[37]  E. Bullmore,et al.  Testing for laterality differences in regional brain volumes. , 2000, Archives of general psychiatry.

[38]  Sayan Mukherjee,et al.  Feature Selection for SVMs , 2000, NIPS.

[39]  Karl J. Friston,et al.  Supra-regional brain systems and the neuropathology of schizophrenia. , 1999, Cerebral cortex.

[40]  N. Makris,et al.  Cortical abnormalities in schizophrenia identified by structural magnetic resonance imaging. , 1999, Archives of general psychiatry.

[41]  R. McCarley,et al.  MRI anatomy of schizophrenia , 1999, Biological Psychiatry.

[42]  Karl J. Friston,et al.  Mapping of grey matter changes in schizophrenia 1 This work was presented, in part, at the VIth International Congress on Schizophrenia Research, Colorado Springs, Colorado, USA, April 1997. 1 , 1999, Schizophrenia Research.

[43]  David G. Stork,et al.  Pattern Classification (2nd ed.) , 1999 .

[44]  U. Grenander,et al.  Hippocampal morphometry in schizophrenia by high dimensional brain mapping. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[45]  G. Pearlson,et al.  Structural evaluation of the prefrontal cortex in schizophrenia. , 1998, The American journal of psychiatry.

[46]  J. C. BurgesChristopher A Tutorial on Support Vector Machines for Pattern Recognition , 1998 .

[47]  Alan C. Evans,et al.  A nonparametric method for automatic correction of intensity nonuniformity in MRI data , 1998, IEEE Transactions on Medical Imaging.

[48]  Vladimir Vapnik,et al.  Statistical learning theory , 1998 .

[49]  B. Ismail,et al.  Neurological abnormalities in schizophrenic patients and their siblings. , 1998, The American journal of psychiatry.

[50]  R W Cox,et al.  Software tools for analysis and visualization of fMRI data , 1997, NMR in biomedicine.

[51]  Michael Brady,et al.  Estimating the bias field of MR images , 1997, IEEE Transactions on Medical Imaging.

[52]  M. First,et al.  User's guide for the structured clinical interview for DSM-IV axis I disorders : SCID-I : clinical version , 1997 .

[53]  M. First,et al.  Structured clinical interview for DSM-IV axis II personality disorders : SCID-II , 1997 .

[54]  P. Goldman-Rakic,et al.  Abnormally high neuronal density in the schizophrenic cortex. A morphometric analysis of prefrontal area 9 and occipital area 17. , 1995, Archives of general psychiatry.

[55]  D. Collins,et al.  Automatic 3D Intersubject Registration of MR Volumetric Data in Standardized Talairach Space , 1994, Journal of computer assisted tomography.

[56]  M. Drake Diagnostic and Statistical Manual of Mental Disorders (3rd ed. rev.) , 1988 .

[57]  S. Kay,et al.  The positive and negative syndrome scale (PANSS) for schizophrenia. , 1987, Schizophrenia bulletin.

[58]  J. Cheverud PHENOTYPIC, GENETIC, AND ENVIRONMENTAL MORPHOLOGICAL INTEGRATION IN THE CRANIUM , 1982, Evolution; international journal of organic evolution.

[59]  David G. Stork,et al.  Pattern Classification , 1973 .

[60]  G. F. Hughes,et al.  On the mean accuracy of statistical pattern recognizers , 1968, IEEE Trans. Inf. Theory.