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Medical Image Analysis
Volume 14, Issue 2
, Pages 219-226
, April 2010
Combining atlas based segmentation and intensity classification with nearest neighbor transform and accuracy weighted vote
References
- Aljabar, P., Heckemann, R., Hammers, A., Hajnal, J., Rueckert, D., 2007. Classifier selection strategies for label fusion using large atlas databases. In: Medical Image Computing and Computer-Assisted Intervention MICCAI 2007, pp. 523–531.
- . Combination strategies in multi-atlas image segmentation: application to brain MR data. IEEE Transactions on Medical Imaging. 2009;28(8):1266–1277
- . Automatic 3d model-based neuroanatomical segmentation. Human Brain Mapping. 1995;3(3):190–208
- Collins, L.D., Zijdenbos, A.P., Baare, W.F.C., Evans, A.C., 1999. Animal
+
insect: Improved cortical structure segmentation. In: IPMI ’99: Proceedings of the 16th International Conference on Information Processing in Medical Imaging. Springer-Verlag, pp. 210–223. - Felzenszwalb, P.F., Huttenlocher, D.P., 2004. Distance transforms of sampled functions. Technical Report, Cornell Computing and Information Science.
- . Whole brain segmentation: automated labeling of neuroanatomical structures in the human brain. Neuron. 2002;33:341–355
- . Automatically parcellating the human cerebral cortex. Cerebral Cortex. 2004;14:11–22
- . Automatic anatomical brain MRI segmentation combining label propagation and decision fusion. NeuroImage. 2006;33(1):115–126
- . Multi-atlas-based segmentation with local decision fusion – application to cardiac and aortic segmentation in CT scans. IEEE Transactions on Medical Imaging. 2009;28(7):1000–1010
- . Multimodality image registration by maximization of mutual information. IEEE Transactions on Medical Imaging. 1997;16(2):187–198
- Maes, F., Leemput, K.V., DeLisi, L.E., Vandermeulen, D., Suetens, P., 1999. Quantification of cerebral grey and white matter asymmetry from MRI. In: MICCAI ’99: Proceedings of the Second International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer-Verlag, London, UK, pp. 348–357.
- Miller, M., Christensen, G., Amit, Y., Grenander, U., 1993. Mathematical textbook of deformable neuroanatomies. In: Proceedings of the National Academy of Science of the United States of America, vol. 90, pp. 11944–11948.
- . A threshold selection method from gray-level histograms. IEEE Transactions on System, Man, and Cybernetics. 1979;9(1):62–66
- . A Bayesian model for joint segmentation and registration. NeuroImage. 2006;31(1):228–239
- . Incorporating non-rigid registration into expectation maximization algorithm to segment MR images. In: Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention – Part I. Springer-Verlag; 2002;p. 564–571
- . Evaluation of atlas selection strategies for atlas-based image segmentation with application to confocal microscopy images of bee brains. NeuroImage. 2004;21(4):1428–1442
- . Multi-classifier framework for atlas-based image segmentation. Pattern Recognition Letters. 2005;26(13):2070–2079
- . Shape-based averaging. IEEE Transactions on Image Processing. 2007;16(1):153–161
- . Performance-based classifier combination in atlas-based image segmentation using expectation-maximization parameter estimation. IEEE Transactions on Medical Imaging. 2004;23(8):983–994
- . A fast nonrigid image registration with constraints on the Jacobian using large scale constrained optimization. IEEE Transactions on Medical Imaging. 2008;27(2):271–281
- . Automated model-based tissue classification of MR images of the brain. IEEE Transactions on Medical Imaging. 1999;18(10):897–908
- . Nonlinear registration and template driven segmentation. Brain Warping. 1998;9:67–84(Chapter 4)
- . Validation of image segmentation and expert quality with an expectation-maximization algorithm. In: Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention – Part I. Springer-Verlag; 2002;p. 298–306
- . Adaptive segmentation of MRI data. IEEE Transactions on Medical Imaging. 1996;15(4):429–442
- . Map MRF joint segmentation and registration of medical images. Medical Image Analysis. 2003;7(4):539–552
- . Effects of registration regularization and atlas sharpness on segmentation accuracy. Medical Image Analysis. 2008;12(5):603–615
- . Segmentation of brain MR images through a hidden Markov random field model and the expectation maximization algorithm. IEEE Transactions on Medical Imaging. 2001;20(1):45–57
PII: S1361-8415(09)00148-0
doi: 10.1016/j.media.2009.12.004
© 2009 Elsevier B.V. All rights reserved.
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Medical Image Analysis
Volume 14, Issue 2
, Pages 219-226
, April 2010
