CHIMERA: Clustering of Heterogeneous Disease Effects via Distribution Matching of Imaging Patterns
暂无分享,去创建一个
Bilwaj Gaonkar | Christos Davatzikos | Aoyan Dong | Nicolas Honnorat | C. Davatzikos | Bilwaj Gaonkar | Aoyan Dong | N. Honnorat
[1] L. R. Dice. Measures of the Amount of Ecologic Association Between Species , 1945 .
[2] J H Downs,et al. Occipital atrophy is associated with visual hallucinations in Alzheimer's disease. , 2000, The Journal of neuropsychiatry and clinical neurosciences.
[3] T. Crow,et al. Regional deficits in brain volume in schizophrenia: a meta-analysis of voxel-based morphometry studies. , 2005, The American journal of psychiatry.
[4] S. Folstein,et al. "Mini-mental state". A practical method for grading the cognitive state of patients for the clinician. , 1975, Journal of psychiatric research.
[5] Peter Kraft,et al. Heterogeneity of Breast Cancer Associations with Five Susceptibility Loci by Clinical and Pathological Characteristics , 2008, PLoS genetics.
[6] Geoffrey E. Hinton,et al. A View of the Em Algorithm that Justifies Incremental, Sparse, and other Variants , 1998, Learning in Graphical Models.
[7] Karl J. Friston,et al. Voxel-Based Morphometry—The Methods , 2000, NeuroImage.
[8] L. Hubert,et al. Comparing partitions , 1985 .
[9] Kiralee M. Hayashi,et al. Dynamics of Gray Matter Loss in Alzheimer's Disease , 2003, The Journal of Neuroscience.
[10] R W Cox,et al. AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. , 1996, Computers and biomedical research, an international journal.
[11] Karl J. Friston,et al. A Voxel-Based Morphometric Study of Ageing in 465 Normal Adult Human Brains , 2001, NeuroImage.
[12] Andriy Myronenko,et al. Point Set Registration: Coherent Point Drift , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[13] S. P. Lloyd,et al. Least squares quantization in PCM , 1982, IEEE Trans. Inf. Theory.
[14] C Davatzikos,et al. Mapping image data to stereotaxic spaces: Applications to brain mapping , 1998, Human brain mapping.
[15] J. H. Ward. Hierarchical Grouping to Optimize an Objective Function , 1963 .
[16] H. Yamasue,et al. Voxel-based analysis of MRI reveals anterior cingulate gray-matter volume reduction in posttraumatic stress disorder due to terrorism , 2003, Proceedings of the National Academy of Sciences of the United States of America.
[17] Alan C. Evans,et al. Brain development during childhood and adolescence: a longitudinal MRI study , 1999, Nature Neuroscience.
[18] L. Thorell,et al. Heterogeneity in ADHD: Neuropsychological Pathways, Comorbidity and Symptom Domains , 2009, Journal of abnormal child psychology.
[19] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.
[20] S. C. Johnson. Hierarchical clustering schemes , 1967, Psychometrika.
[21] H. Möller,et al. Measurement of basal forebrain atrophy in Alzheimer's disease using MRI. , 2005, Brain : a journal of neurology.
[22] R. Petersen,et al. Neuropathologically defined subtypes of Alzheimer's disease with distinct clinical characteristics: a retrospective study , 2011, The Lancet Neurology.
[23] Martin Klein,et al. Precuneus atrophy in early-onset Alzheimer’s disease: a morphometric structural MRI study , 2007, Neuroradiology.
[24] John H. Gilmore,et al. Group analysis of DTI fiber tract statistics with application to neurodevelopment , 2009, NeuroImage.
[25] Nello Cristianini,et al. Learning the Kernel Matrix with Semidefinite Programming , 2002, J. Mach. Learn. Res..
[26] Nick C Fox,et al. Presymptomatic hippocampal atrophy in Alzheimer's disease. A longitudinal MRI study. , 1996, Brain : a journal of neurology.
[27] K. Polyak,et al. Tumor heterogeneity: causes and consequences. , 2010, Biochimica et biophysica acta.
[28] A. Atiya,et al. Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond , 2005, IEEE Transactions on Neural Networks.
[29] Radford M. Neal. Pattern Recognition and Machine Learning , 2007, Technometrics.
[30] W S Fenton,et al. Symptoms, subtype, and suicidality in patients with schizophrenia spectrum disorders. , 1997, The American journal of psychiatry.
[31] Christos Davatzikos,et al. Voxel-Based Morphometry Using the RAVENS Maps: Methods and Validation Using Simulated Longitudinal Atrophy , 2001, NeuroImage.
[32] Keisuke Shima,et al. Posterior cingulate atrophy and metabolic decline in early stage Alzheimer's disease , 2012, Neurobiology of Aging.
[33] S. Resnick,et al. An image-processing system for qualitative and quantitative volumetric analysis of brain images. , 1998, Journal of computer assisted tomography.
[34] George Eastman House,et al. Sparse Bayesian Learning and the Relevance Vector Machine , 2001 .
[35] Sang Won Seo,et al. Anatomical heterogeneity of Alzheimer disease , 2014, Neurology.
[36] Nick C. Fox,et al. Global and local gray matter loss in mild cognitive impairment and Alzheimer's disease , 2004, NeuroImage.
[37] Jean-Baptiste Poline,et al. Analysis of a large fMRI cohort: Statistical and methodological issues for group analyses , 2007, NeuroImage.
[38] H. Tager-Flusberg,et al. Identifying neurocognitive phenotypes in autism. , 2003, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.
[39] Bilwaj Gaonkar,et al. Multi-atlas skull-stripping. , 2013, Academic radiology.
[40] K M Heilman,et al. Atrophy of the hippocampus, parietal cortex, and insula in Alzheimer's disease: a volumetric magnetic resonance imaging study. , 1997, Neuropsychiatry, neuropsychology, and behavioral neurology.
[41] T. Moon. The expectation-maximization algorithm , 1996, IEEE Signal Process. Mag..
[42] Christos Davatzikos,et al. Computer-assisted Segmentation of White Matter Lesions in 3d Mr Images Using Support Vector Machine 1 , 2022 .
[43] Nikos Paragios,et al. DRAMMS: Deformable Registration via Attribute Matching and Mutual-Saliency Weighting , 2009, IPMI.
[44] Yoram Singer,et al. Efficient projections onto the l1-ball for learning in high dimensions , 2008, ICML '08.
[45] Bilwaj Gaonkar,et al. Pattern Based Morphometry , 2011, MICCAI.
[46] P. McCullagh,et al. Generalized Linear Models , 1984 .
[47] H. Engl,et al. Regularization of Inverse Problems , 1996 .