Unsupervised Segmentation, Clustering, and Groupwise Registration of Heterogeneous Populations of Brain MR Images
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Paul Suetens | Dirk Vandermeulen | Jeroen Hermans | Frederik Maes | Annemie Ribbens | F. Maes | D. Vandermeulen | P. Suetens | Jeroen Hermans | A. Ribbens
[1] D. Louis Collins,et al. MRI-Based Automated Computer Classification of Probable AD Versus Normal Controls , 2008, IEEE Transactions on Medical Imaging.
[2] Kilian M. Pohl,et al. The Impact of Atlas Formation Methods on Atlas-Guided Brain Segmentation , 2007 .
[3] Guido Gerig,et al. Unbiased diffeomorphic atlas construction for computational anatomy , 2004, NeuroImage.
[4] Koenraad Van Leemput,et al. Segmentation of image ensembles via latent atlases , 2010, Medical Image Anal..
[5] D. Louis Collins,et al. Unbiased average age-appropriate atlases for pediatric studies , 2011, NeuroImage.
[6] William M. Wells,et al. Simultaneous truth and performance level estimation (STAPLE): an algorithm for the validation of image segmentation , 2004, IEEE Transactions on Medical Imaging.
[7] V. Valcour,et al. The detection of dementia in the primary care setting. , 2000, Archives of internal medicine.
[8] Marc Modat,et al. LoAd: A locally adaptive cortical segmentation algorithm , 2011, NeuroImage.
[9] Vladimir Petrovic,et al. Automatic framework for medical image registration, segmentation and modelling , 2006 .
[10] D. Louis Collins,et al. Gradient distortions in MRI: Characterizing and correcting for their effects on SIENA-generated measures of brain volume change , 2010, NeuroImage.
[11] Nick C Fox,et al. Automatic classification of MR scans in Alzheimer's disease. , 2008, Brain : a journal of neurology.
[12] Anders M. Dale,et al. Sequence-independent segmentation of magnetic resonance images , 2004, NeuroImage.
[13] Torsten Rohlfing,et al. Evaluation of atlas selection strategies for atlas-based image segmentation with application to confocal microscopy images of bee brains , 2004, NeuroImage.
[14] Nick C Fox,et al. Imaging cerebral atrophy: normal ageing to Alzheimer's disease , 2004, The Lancet.
[15] Peter Lorenzen,et al. Multi-modal image set registration and atlas formation , 2006, Medical Image Anal..
[16] Nick C Fox,et al. The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods , 2008, Journal of magnetic resonance imaging : JMRI.
[17] J. Gee,et al. Geodesic estimation for large deformation anatomical shape averaging and interpolation , 2004, NeuroImage.
[18] Wiro J. Niessen,et al. Hippocampus segmentation in MR images using atlas registration, voxel classification, and graph cuts , 2008, NeuroImage.
[19] Guy Marchal,et al. Multimodality image registration by maximization of mutual information , 1997, IEEE Transactions on Medical Imaging.
[20] R. Woods,et al. Mathematical/computational challenges in creating deformable and probabilistic atlases of the human brain , 2000, Human brain mapping.
[21] Max A. Viergever,et al. Adaptive local multi-atlas segmentation: Application to the heart and the caudate nucleus , 2010, Medical Image Anal..
[22] Qian Wang,et al. Construction and Validation of Mean Shape Atlas Templates for Atlas-Based Brain Image Segmentation , 2005, IPMI.
[23] Jean Meunier,et al. Average Brain Models: A Convergence Study , 2000, Comput. Vis. Image Underst..
[24] Dinggang Shen,et al. Classification of Structural Images via High-Dimensional Image Warping, Robust Feature Extraction, and SVM , 2005, MICCAI.
[25] James V. Miller,et al. Atlas stratification , 2007, Medical Image Anal..
[26] Frederik Maes,et al. Diffusion-weighted versus volumetric imaging of the striatum in early symptomatic Huntington disease , 2009, Journal of Neurology.
[27] Karl J. Friston,et al. Voxel-Based Morphometry—The Methods , 2000, NeuroImage.
[28] Cameron S. Carter,et al. Optimum template selection for atlas-based segmentation , 2007, NeuroImage.
[29] Jun Zhang. The mean field theory in EM procedures for Markov random fields , 1992, IEEE Trans. Signal Process..
[30] D. Louis Collins,et al. Twenty New Digital Brain Phantoms for Creation of Validation Image Data Bases , 2006, IEEE Transactions on Medical Imaging.
[31] Koenraad Van Leemput,et al. Automated model-based bias field correction of MR images of the brain , 1999, IEEE Transactions on Medical Imaging.
[32] Yanxi Liu,et al. Discriminative MR Image Feature Analysis for Automatic Schizophrenia and Alzheimer's Disease Classification , 2004, MICCAI.
[33] Juha Koikkalainen,et al. Fast and robust multi-atlas segmentation of brain magnetic resonance images , 2010, NeuroImage.
[34] Colin Studholme,et al. A template free approach to volumetric spatial normalization of brain anatomy , 2004, Pattern Recognit. Lett..
[35] Arthur W Toga,et al. The LONI Pipeline Processing Environment , 2003, NeuroImage.
[36] Paul Suetens,et al. An Information Theoretic Approach for Non-rigid Image Registration Using Voxel Class Probabilities , 2003, WBIR.
[37] Mert R. Sabuncu,et al. Image-driven population analysis through mixture modeling , 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.
[38] Mert R. Sabuncu,et al. A Unified Framework for MR Based Disease Classification , 2009, IPMI.
[39] Koen Van Leemput,et al. Encoding Probabilistic Brain Atlases Using Bayesian Inference , 2009, IEEE Transactions on Medical Imaging.
[40] Mert R. Sabuncu,et al. A Generative Model for Image Segmentation Based on Label Fusion , 2010, IEEE Transactions on Medical Imaging.
[41] Daniel Rueckert,et al. Automatic anatomical brain MRI segmentation combining label propagation and decision fusion , 2006, NeuroImage.
[42] Marian DiFiglia,et al. Huntington Disease , 1998, Journal of neuropathology and experimental neurology.
[43] H. Akaike,et al. Information Theory and an Extension of the Maximum Likelihood Principle , 1973 .
[44] Mert R. Sabuncu,et al. Effects of Registration Regularization and Atlas Sharpness on Segmentation Accuracy , 2007, MICCAI.
[45] Daniel Rueckert,et al. Consistent groupwise non-rigid registration for atlas construction , 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro (IEEE Cat No. 04EX821).
[46] Daniel Rueckert,et al. Multi-atlas based segmentation of brain images: Atlas selection and its effect on accuracy , 2009, NeuroImage.
[47] Manuel Desco,et al. Association between relative temporal and prefrontal sulcal cerebrospinal fluid and illness duration in schizophrenia , 2002, Schizophrenia Research.
[48] W. Eric L. Grimson,et al. Efficient Population Registration of 3D Data , 2005, CVBIA.
[49] Anil K. Jain,et al. Unsupervised Learning of Finite Mixture Models , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[50] Carlos Ortiz-de-Solorzano,et al. Combination Strategies in Multi-Atlas Image Segmentation: Application to Brain MR Data , 2009, IEEE Transactions on Medical Imaging.
[51] M N Rossor,et al. Patterns of temporal lobe atrophy in semantic dementia and Alzheimer's disease , 2001, Annals of neurology.
[52] Stephen M Smith,et al. Fast robust automated brain extraction , 2002, Human brain mapping.
[53] Martin Rossor,et al. Measurements of the amygdala and hippocampus in pathologically confirmed Alzheimer disease and frontotemporal lobar degeneration. , 2006, Archives of neurology.
[54] W. Eric L. Grimson,et al. A Bayesian model for joint segmentation and registration , 2006, NeuroImage.
[55] Daniel Rueckert,et al. Groupwise Combined Segmentation and Registration for Atlas Construction , 2007, MICCAI.
[56] Snehashis Roy,et al. A Rician mixture model classification algorithm for magnetic resonance images , 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.
[57] Stephen M. Smith,et al. Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm , 2001, IEEE Transactions on Medical Imaging.
[58] Tom Vercauteren,et al. Diffeomorphic demons: Efficient non-parametric image registration , 2009, NeuroImage.
[59] Y. Amit,et al. Towards a coherent statistical framework for dense deformable template estimation , 2007 .
[60] J. W. Modestino,et al. Use of the mean-field approximation in an EM-based approach to unsupervised stochastic model-based image segmentation , 1992, [Proceedings] ICASSP-92: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing.
[61] A. Dale,et al. Whole Brain Segmentation Automated Labeling of Neuroanatomical Structures in the Human Brain , 2002, Neuron.
[62] Paul Suetens,et al. A Unified Framework for Atlas Based Brain Image Segmentation and Registration , 2006, WBIR.
[63] Dinggang Shen,et al. Groupwise registration from exemplar to group mean: Extending HAMMER to groupwise registration , 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.