DOI: 10.1016/j.media.2010.07.002. DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting

DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting

10.1016/j.media.2010.07.002

Crossref journal-article

Elsevier BV

Medical Image Analysis (78)

Bibliography

Ou, Y., Sotiras, A., Paragios, N., & Davatzikos, C. (2011). DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting. Medical Image Analysis, 15(4), 622â639.

Authors 4

Yangming Ou (first)
Aristeidis Sotiras (additional)
Nikos Paragios (additional)
Christos Davatzikos (additional)

References 108 Referenced 326

10.1007/BF00158167 / International Journal of Computer Vision / A computational framework and an algorithm for the measurement of visual motion by Anandan (1989)
10.1016/j.neuroimage.2007.07.007 / NeuroImage / A fast diffeomorphic image registration algorithm by Ashburner (2007)
10.1088/0031-9155/54/9/008 / Physics in Medicine and Biology / Regularized b-spline deformable registration for respiratory motion correction in PET images by Bai (2009)
10.1007/11569541_40 / Computer Vision for Biomedical Image Applications (CVBIA) / Non-rigid registration for colorectal cancer MR images by Bond (2005)
10.1109/34.24792 / IEEE Transactions on Pattern Analysis and Machine Intelligence / Principal warps: thin-plate splines and the decomposition of deformations by Bookstein (1989)
Chen, X., Brady, M., Lo, J.L.-C., Moore, N., 2005. Simultaneous segmentation and registration of contrast-enhanced breast mri. In: Information Processing in Medical Imaging (IPMI), pp. 126–137. (10.1007/11505730_11)
10.1006/gmod.2000.0531 / Graphical Models / Injectivity conditions of 2d and 3d uniform cubic b-spline functions by Choi (2000)
10.1088/0031-9155/39/3/022 / Physics in Medicine and Biology / 3D brain mapping using a deformable neuroanatomy by Christensen (1994)
10.1016/S1077-3142(03)00009-2 / Computer Vision and Image Understanding / A new point matching algorithm for non-rigid registration by Chui (2003)
10.1097/00004728-199403000-00005 / Journal of Computer Assisted Tomography / Automatic 3d intersubject registration of MR volumetric data in standardized talairach space by Collins (1994)
10.1259/bjr/25329214 / The British Journal of Radiology / Non-rigid image registration: theory and practice by Crum (2004)
10.1016/j.mri.2007.03.004 / Magnetic Resonance Imaging / Image registration framework for large-scale longitudinal MRI data sets: strategy and validation by Csapo (2007)
10.1016/S1361-8415(03)00039-2 / Medical Image Analysis / A viscous fluid model for multimodal non-rigid image registration using mutual information by D’Agostino (2003)
10.1016/j.jneumeth.2007.04.017 / Journal of Neuroscience Methods / Three-dimensional reconstruction of stained histological slices and 3d non-linear registration with in-vivo mri for whole baboon brain by Dauguet (2007)
10.1109/42.481446 / IEEE Transactions on Medical Imaging / Image registration based on boundary mapping by Davatzikos (1996)
Duncan, J., Owen, R., Staib, L., Anandan, P., 1991. Measurement of non-rigid motion using contour shape descriptors. In: Computer Vision and Pattern Recognition (CVPR), pp. 318–324. (10.1109/CVPR.1991.139709)
10.1016/j.patrec.2005.03.035 / Pattern Recognition Letters / Accurate representation of local frequency using a computationally efficient gabor filter fusion approach with application to image registration by Elbakary (2005)
10.1155/2009/281615 / International Journal of Biomedical Imaging / Mjolnir: extending HAMMER using a diffusion transformation model and histogramequalization for deformable image registration by Ellingsen (2009)
10.1109/TMI.2006.886812 / IEEE Transactions on Medical Imaging / COMPARE: lassification of morphological patterns using adaptive regional elements by Fan (2007)
Foroughi, P., Abolmaesumi, P., 2005. Elastic registration of 3d ultrasound images. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp. 83–90. (10.1007/11566465_11)
10.1002/hbm.460030303 / Human Brain Mapping / Spatial registration and normalization of images by Friston (1995)
10.1097/00004728-199303000-00011 / Journal of Computer Assisted Tomography / Elastically deforming 3d atlas to match anatomical brain images by Gee (1993)
Gee, J., Barillot, C., Le Briquer, L., Haynor, D., Bajcsy, R., 1994. Matching structural images of the human brain using statistical and geometrical image features. In: Proceedings of SPIE, Visualization in Biomedical Computing, pp. 191–204. (10.1117/12.185179)
10.1016/j.neuroimage.2009.04.024 / NeuroImage / Implicit reference-based group-wise image registration and its application to structural and functional mri by Geng (2009)
10.1002/jmri.1139 / Journal of Magnetic Resonance Imaging / An integrated visualization system for surgical planning and guidance using image fusion and an open mr by Gering (2001)
10.1016/j.media.2008.03.006 / Medical Image Analysis / Dense image registration through MRFs and efficient linear programming by Glocker (2008)
10.1006/nimg.2001.0786 / NeuroImage / A voxel-based morphometric study of ageing in 465 normal adult human brains by Good (2004)
{'key': '10.1016/j.media.2010.07.002_b0140', 'first-page': '1157', 'article-title': 'An introduction to variable and feature selection', 'volume': '3', 'author': 'Guyon', 'year': '2003', 'journal-title': 'Journal of Machine Learning Research'} / Journal of Machine Learning Research / An introduction to variable and feature selection by Guyon (2003)
10.1109/PROC.1979.11328 / Proceedings of the IEEE / Statistical and structural approaches to texture by Haralick (1979)
Hata, N., Dohi, T., Warfield, S., Wells, W., Kikinis, R., Jolesz, F., 1998. Multimodality deformable registration of pre- and intraoperative images for MRI-guided brain surgery. In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 1067–1074. (10.1007/BFb0056296)
10.1088/0031-9155/46/3/201 / Physics in Medicine and Biology / Medical image registration by Hill (2001)
10.1109/TMI.2007.904691 / IEEE Transactions on Medical Imaging / A review of geometric transformations for nonrigid body registration by Holden (2008)
Huang, X., Sun, Y., Metaxas, D., Sauer, F., Xu, C., 2004. Hybrid image registration based on configural matching of scale-invariant salient region features. In: Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW’04), vol. 1.
10.1016/0031-3203(91)90143-S / Pattern Recognition / Unsupervised texture segmentation using gabor filters by Jain (1991)
Jian, B., Vemuri, B., Marroquin, J., 2005. Robust nonrigid multimodal image registration using local frequency maps. In: Information Processing in Medical Imaging (IPMI), pp. 504–515. (10.1007/11505730_42)
10.1109/83.855431 / IEEE Transactions on Image Processing / Landmark matching via large deformation diffeomorphisms by Joshi (2000)
10.1016/j.neuroimage.2004.07.068 / NeuroImage / Unbiased diffeomorphic atlas construction for computational anatomy by Joshi (2004)
10.1023/A:1012460413855 / International Journal of Computer Vision / Saliency, scale and image description by Kadir (2001)
Kamarainen, J., 2003. Feature extraction using gabor filters. Ph.D. thesis, Lappeenranta University of Technology, Finland.
10.1016/j.cviu.2008.06.007 / Computer Vision and Image Understanding / Performance vs computational efficiency for optimizing single and dynamic mrfs: setting the state of the art with primal-dual strategies by Komodakis (2008)
10.1109/TIP.2003.813139 / IEEE Transactions on Image Processing / Fast parametric elastic image registration by Kybic (2003)
10.1016/j.neuroimage.2007.06.041 / NeuroImage / Atlas-based segmentation of white matter tracts of the human brain using diffusion tensor tractography and comparison with classical dissection by Lawes (2008)
10.1109/TPAMI.2005.151 / IEEE Transactions on Pattern Analysis and Machine Intelligence / A sparse texture representation using local affine regions by Lazebnik (2005)
10.1109/TMI.2007.892646 / IEEE Transactions on Medical Imaging / Statistical properties of jacobian maps and the realization of unbiased large-deformation nonlinear image registration by Leow (2007)
10.1016/S0031-3203(98)00095-8 / Pattern Recognition / A survey of hierarchical non-linear medical image registration by Lester (1999)
Liao, S., Chung, A., 2009. Non-rigid image registration with uniform spherical structure patterns. In: Information Processing in Medical Imaging (IPMI), pp. 163–175. (10.1007/978-3-642-02498-6_14)
10.1016/j.compmedimag.2009.03.004 / Computerized Medical Imaging and Graphics / Deformation invariant attribute vector for deformable registration of longitudinal brain MR images by Li (2009)
Ling, H., Jacobs, D., 2005. Deformation invariant image matching. In: The Tenth International Conference in Computer Vision (ICCV), Beijing, China.
10.1109/TMI.2002.1009382 / IEEE Transactions on Medical Imaging / Local frequency representations for robust multimodal image registration by Liu (2002)
10.1016/j.neuroimage.2004.04.020 / NeuroImage / Deformable registration of cortical structures via hybrid volumetric and surface warping by Liu (2004)
10.1016/j.media.2009.05.003 / Medical Image Analysis / Fractal and multifractal analysis: a review by Lopes (2009)
10.1016/j.patcog.2007.04.002 / Pattern Recognition / Multimodality image registration by maximization of quantitativecqualitative measure of mutual information by Luan (2008)
10.1109/42.563664 / IEEE Transactions on Medical Imaging / Multimodality image registration by maximization of mutual information by Maes (1997)
Mahapatra, D., Sun, Y., 2008. Registration of dynamic renal MR images using neurobiological model of saliency. In: IEEE International Symposium on Biomedical Imaging (ISBI), pp. 1119–1122. (10.1109/ISBI.2008.4541197)
10.1016/S1361-8415(01)80026-8 / Medical Image Analysis / A survey of medical image registration by Maintz (1998)
10.1109/34.531803 / IEEE Transactions on Pattern Analysis and Machine Intelligence / Texture features for browsing and retrieval of image data by Manjunath (1996)
McAuliffe, M., Lalonde, F., McGarry, D., Gandler, W., Csaky, K., Trus, B., 2001. Medical image processing, analysis and visualization in clinical research. In: Proceedings of the 14th IEEE Computer-Based Medical Systems, pp. 381–386. (10.1109/CBMS.2001.941749)
10.1109/42.585761 / IEEE Transactions on Medical Imaging / Shape-based tracking of left ventricular wall motion by McEachen (1997)
10.1016/S1361-8415(97)85010-4 / Medical Image Analysis / Demonstration of accuracy and clinical versatility of mutual information for automatic multimodality image fusion using affine and thin-plate spline warped geometric deformations by Meyer (1997)
10.2310/7290.2006.00002 / Molecular Imaging / A methodology for registration of a histological slide and in vivo MRI volume based on optimizing mutual information by Meyer (2006)
10.1007/978-1-84882-299-3_13 / Tensors in Image Processing and Computer Vision / Review of techniques for registration of diffusion tensor imaging by Munoz-Moreno (2009)
10.3109/10929080209146523 / Comuter Aided Surgey / Three-dimensional image registration of phantom vertebrae for image-guided surgery: a preliminary study by Muratore (2003)
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{'key': '10.1016/j.media.2010.07.002_b0320', 'first-page': '125', 'author': 'Ou', 'year': '2009', 'journal-title': 'Non-rigid registration between histological and MR images of the prostate: a joint segmentation and registration framework'} / Non-rigid registration between histological and MR images of the prostate: a joint segmentation and registration framework by Ou (2009)
10.1016/j.media.2009.05.002 / Medical Image Analysis / Sampling the spatial patterns of cancer: optimized biopsy procedures for estimating prostate cancer volume and gleason score by Ou (2009)
10.1016/j.media.2005.03.006 / Medical Image Analysis / Medical image registration with partial data by Periaswamy (2006)
10.1016/j.media.2005.03.008 / Medical Image Analysis / Piecewise affine registration of biological images for volume reconstruction by Pitiot (2006)
10.1109/TMI.2003.815867 / IEEE Transactions on Medical Imaging / Mutual-information-based registration of medical images: a survey by Pluim (2003)
10.1016/j.neuroimage.2005.11.044 / NeuroImage / A bayesian model for joint segmentation and registration by Pohl (2006)
10.1016/j.media.2005.05.007 / Medical Image Analysis / Automatic segmentation of MR images of the developing newborn brain by Prastawa (2005)
10.1109/42.929618 / IEEE Transactions on Medical Imaging / Landmark-based elastic registration using approximating thin-plate splines by Rohr (2001)
10.1109/42.796284 / IEEE Transactions on Medical Imaging / Nonrigid registration using free-form deformations: application to breast MR images by Rueckert (1999)
Rueckert, D., Aljabar, P., Heckemann, R.A., Hajnal, J.V., Hammers, A., 2006. Diffeomorphic registration using b-splines. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp. 702–709. (10.1007/11866763_86)
10.1016/j.patcog.2006.08.012 / Pattern Recognition / Image registration by local histogram matching by Shen (2007)
10.1109/TMI.2002.803111 / IEEE Transactions on Medical Imaging / HAMMER: hierarchical attribute matching mechanism for elastic registration by Shen (2003)
10.1016/j.neuroimage.2003.12.015 / NeuroImage / Measuring temporal morphological changes robustly in brain mr images via 4-dimensional template warping by Shen (2004)
10.1109/42.921475 / IEEE Transactions on Medical Imaging / An adaptive-focus statistical shape model for segmentation and shape modeling of 3-d brain structures by Shen (2001)
10.1109/42.832958 / IEEE Transactions on Medical Imaging / Point-tracked quantitative analysis of left ventricular surface motion from 3-d image sequences by Shi (2000)
Sotiras, A., Komodakis, N., Glocker, B., Paragios, N., 2009. Graphical models and deformable diffeomorphic population registration using global and local metrics. In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). (10.1007/978-3-642-04268-3_83)
10.1016/j.patcog.2009.04.022 / Pattern Recognition / Estimating myocardial motion by 4d image warping by Sundar (2009)
10.1016/S1361-8415(98)80022-4 / Medical Image Analysis / Image matching as a diffusion process: an analogy with maxwell’s demons by Thirion (1998)
10.1259/BJR/20005470 / The British Journal of Radiology / Computational anatomical methods as applied to ageing and dementia by Thompson (2007)
10.1109/42.511745 / IEEE Transactions on Medical Imaging / A surface-based technique for warping three-dimensional images of the brain by Thompson (1996)
Vercauteren, T., Pennec, X., Perchant, A., Ayache, N., 2007. Non-parametric diffeomorphic image registration with the demons algorithm. In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), vol. 4792, pp. 319–326. (10.1007/978-3-540-75759-7_39)
10.1016/j.neuroimage.2008.10.040 / NeuroImage / Diffeomorphic demons: efficient non-parametric image registration by Vercauteren (2009)
Verma, R., Davatzikos, C., 2004. Matching of diffusion tensor images using gabor features. In: IEEE International Symposium on Biomedical Imaging (ISBI), pp. 396–399. (10.1109/ISBI.2004.1398558)
10.1016/j.acra.2008.01.029 / Acadmic Radiology / Multiparametric tissue characterization of brain neoplasms and their recurrence using pattern classification of mr images by Verma (2008)
10.1016/j.acra.2006.05.017 / Academic Radiology / Joint registration and segmentation from brain mri by Wang (2006)
10.1016/S1361-8415(01)80004-9 / Medical Image Analysis / Multi-modal volume registration by maximization of mutual information by Wells (1996)
10.1109/TMI.2006.879320 / IEEE Transactions on Medical Imaging / Learning-based deformable registration of MR brain images by Wu (2006)
Wu, G., Qi, F., Shen, D., 2007. Learning best features and deformation statistics for hierarchical registration of MR brain images. In: Information Processing in Medical Imaging (IPMI), pp. 160–171. (10.1007/978-3-540-73273-0_14)
10.1016/S1361-8415(03)00067-7 / Medical Image Analysis / Map mrf joint segmentation and registration of medical images by Wyatt (2003)
Xing, Y., Xue, Z., Englander, S., Schnall, M., Shen, D., 2008. Improving parenchyma segmentation by simultaneous estimation of tissue property t1 map and group-wise registration of inversion recovery mr breast images. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp. 342–350. (10.1007/978-3-540-85988-8_41)
10.1109/TMI.2004.834616 / IEEE Transactions on Medical Imaging / Determining correspondence in 3-d MR brain images using attribute vectors as morphological signatures of voxels by Xue (2004)
10.1016/j.neuroimage.2005.09.054 / NeuroImage / CLASSIC: consistent longitudinal alignment and segmentation for serial image computing by Xue (2006)
Xue, Z., Wong, K., S., W., 2008. Joint registration and segmentation of serial lung ct images in microendoscopy molecular image- guided therapy. In: Medical Imaging and Augmented Reality, pp. 12–20. (10.1007/978-3-540-79982-5_2)
Xue, Z., Long, L., Antani, S., Jeronimo, J., Thoma, G., 2009. Segmentation of mosaicism in cervicographic images using support vector machines. In: Proceedings of the SPIE Medical Imaging. (10.1117/12.812318)
Yang, J., Blum, R.S., Williams, J., Sun, Y., Xu, C., 2006. Non-rigid image registration using geometric features and local salient region features. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), pp. 825–832.
Yang, J., Shen, D., Davatzikos, C., 2008. Diffusion tensor image registration using tensor geometry and orientation features. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp. 905–913. (10.1007/978-3-540-85990-1_109)
10.1016/j.neuroimage.2009.04.055 / NeuroImage / TIMER: tensor image morphing for elastic registration by Yap (2009)
Yezzi, A., Zollei, L., Kapur, T., 2001. A variational framework for joint segmentation and registration. In: Mathematical Methods in Biomedical Image Analysis (MMBIA).
10.1109/TMI.2008.916954 / IEEE Transactions on Medical Imaging / Orbit: a multiresolution framework for deformable registration of brain tumor images by Zacharaki (2008)
10.1109/TMI.2005.862744 / IEEE Transactions on Medical Imaging / Deformable segmentation of 3d ultrasound prostate images using statistical texture matching method by Zhan (2006)
10.1016/j.acra.2007.07.018 / Academic Radiology / Registering histologic and MR images of prostate for image-based cancer detection by Zhan (2007)
Zhang, J., Liu, Y., 2004. Cervical cancer detection using SVM based feature screening. In: Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 873–880. (10.1007/978-3-540-30136-3_106)
10.1016/S0262-8856(03)00137-9 / Image and Vision Computing / Image registration methods: a survey by Zitova (2003)
Zollei, L., Learned-Miller, E., Grimson, E., Wells, W.I., 2005. Efficient population registration of 3d data. In: ICCV Workshop: Computer Vision for Biomedical Image Applications (CVBIA), pp. 291–301. (10.1007/11569541_30)
10.1148/radiology.198.3.8628891 / Radiology / Automatic motion correction for breast MR imaging by Zuo (1996)

Dates

Type	When
Created	15 years, 1 month ago (July 20, 2010, 5:18 a.m.)
Deposited	6 months ago (Feb. 22, 2025, 11:28 p.m.)
Indexed	18 hours, 23 minutes ago (Aug. 23, 2025, 1:06 a.m.)
Issued	14 years ago (Aug. 1, 2011)
Published	14 years ago (Aug. 1, 2011)
Published Print	14 years ago (Aug. 1, 2011)

Funders 0

None

BibTeX

@article{Ou_2011, title={DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting}, volume={15}, ISSN={1361-8415}, url={http://dx.doi.org/10.1016/j.media.2010.07.002}, DOI={10.1016/j.media.2010.07.002}, number={4}, journal={Medical Image Analysis}, publisher={Elsevier BV}, author={Ou, Yangming and Sotiras, Aristeidis and Paragios, Nikos and Davatzikos, Christos}, year={2011}, month=aug, pages={622–639} }

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      "first-page": "411",
      "DOI": "10.1006/gmod.2000.0531",
      "article-title": "Injectivity conditions of 2d and 3d uniform cubic b-spline functions",
      "volume": "62",
      "author": "Choi",
      "year": "2000",
      "journal-title": "Graphical Models"
    },
    {
      "issue": "3",
      "key": "10.1016/j.media.2010.07.002_b0040",
      "doi-asserted-by": "crossref",
      "first-page": "609",
      "DOI": "10.1088/0031-9155/39/3/022",
      "article-title": "3D brain mapping using a deformable neuroanatomy",
      "volume": "39",
      "author": "Christensen",
      "year": "1994",
      "journal-title": "Physics in Medicine and Biology"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0045",
      "doi-asserted-by": "crossref",
      "first-page": "114",
      "DOI": "10.1016/S1077-3142(03)00009-2",
      "article-title": "A new point matching algorithm for non-rigid registration",
      "volume": "89",
      "author": "Chui",
      "year": "2003",
      "journal-title": "Computer Vision and Image Understanding"
    },
    {
      "issue": "2",
      "key": "10.1016/j.media.2010.07.002_b0050",
      "doi-asserted-by": "crossref",
      "first-page": "192",
      "DOI": "10.1097/00004728-199403000-00005",
      "article-title": "Automatic 3d intersubject registration of MR volumetric data in standardized talairach space",
      "volume": "18",
      "author": "Collins",
      "year": "1994",
      "journal-title": "Journal of Computer Assisted Tomography"
    },
    {
      "issue": "2",
      "key": "10.1016/j.media.2010.07.002_b0055",
      "doi-asserted-by": "crossref",
      "first-page": "140",
      "DOI": "10.1259/bjr/25329214",
      "article-title": "Non-rigid image registration: theory and practice",
      "volume": "77",
      "author": "Crum",
      "year": "2004",
      "journal-title": "The British Journal of Radiology"
    },
    {
      "issue": "6",
      "key": "10.1016/j.media.2010.07.002_b0060",
      "doi-asserted-by": "crossref",
      "first-page": "889",
      "DOI": "10.1016/j.mri.2007.03.004",
      "article-title": "Image registration framework for large-scale longitudinal MRI data sets: strategy and validation",
      "volume": "25",
      "author": "Csapo",
      "year": "2007",
      "journal-title": "Magnetic Resonance Imaging"
    },
    {
      "issue": "4",
      "key": "10.1016/j.media.2010.07.002_b0065",
      "doi-asserted-by": "crossref",
      "first-page": "565",
      "DOI": "10.1016/S1361-8415(03)00039-2",
      "article-title": "A viscous fluid model for multimodal non-rigid image registration using mutual information",
      "volume": "7",
      "author": "D\u2019Agostino",
      "year": "2003",
      "journal-title": "Medical Image Analysis"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0070",
      "doi-asserted-by": "crossref",
      "first-page": "191",
      "DOI": "10.1016/j.jneumeth.2007.04.017",
      "article-title": "Three-dimensional reconstruction of stained histological slices and 3d non-linear registration with in-vivo mri for whole baboon brain",
      "volume": "164",
      "author": "Dauguet",
      "year": "2007",
      "journal-title": "Journal of Neuroscience Methods"
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0075",
      "doi-asserted-by": "crossref",
      "first-page": "112",
      "DOI": "10.1109/42.481446",
      "article-title": "Image registration based on boundary mapping",
      "volume": "15",
      "author": "Davatzikos",
      "year": "1996",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0080",
      "doi-asserted-by": "crossref",
      "unstructured": "Duncan, J., Owen, R., Staib, L., Anandan, P., 1991. Measurement of non-rigid motion using contour shape descriptors. In: Computer Vision and Pattern Recognition (CVPR), pp. 318\u2013324.",
      "DOI": "10.1109/CVPR.1991.139709"
    },
    {
      "issue": "14",
      "key": "10.1016/j.media.2010.07.002_b0085",
      "doi-asserted-by": "crossref",
      "first-page": "2164",
      "DOI": "10.1016/j.patrec.2005.03.035",
      "article-title": "Accurate representation of local frequency using a computationally efficient gabor filter fusion approach with application to image registration",
      "volume": "26",
      "author": "Elbakary",
      "year": "2005",
      "journal-title": "Pattern Recognition Letters"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0090",
      "doi-asserted-by": "crossref",
      "DOI": "10.1155/2009/281615",
      "article-title": "Mjolnir: extending HAMMER using a diffusion transformation model and histogramequalization for deformable image registration",
      "volume": "2009",
      "author": "Ellingsen",
      "year": "2009",
      "journal-title": "International Journal of Biomedical Imaging"
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0095",
      "doi-asserted-by": "crossref",
      "first-page": "93",
      "DOI": "10.1109/TMI.2006.886812",
      "article-title": "COMPARE: lassification of morphological patterns using adaptive regional elements",
      "volume": "26",
      "author": "Fan",
      "year": "2007",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0100",
      "doi-asserted-by": "crossref",
      "unstructured": "Foroughi, P., Abolmaesumi, P., 2005. Elastic registration of 3d ultrasound images. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp. 83\u201390.",
      "DOI": "10.1007/11566465_11"
    },
    {
      "issue": "3",
      "key": "10.1016/j.media.2010.07.002_b0105",
      "doi-asserted-by": "crossref",
      "first-page": "165",
      "DOI": "10.1002/hbm.460030303",
      "article-title": "Spatial registration and normalization of images",
      "volume": "3",
      "author": "Friston",
      "year": "1995",
      "journal-title": "Human Brain Mapping"
    },
    {
      "issue": "2",
      "key": "10.1016/j.media.2010.07.002_b0110",
      "doi-asserted-by": "crossref",
      "first-page": "225",
      "DOI": "10.1097/00004728-199303000-00011",
      "article-title": "Elastically deforming 3d atlas to match anatomical brain images",
      "volume": "17",
      "author": "Gee",
      "year": "1993",
      "journal-title": "Journal of Computer Assisted Tomography"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0115",
      "doi-asserted-by": "crossref",
      "unstructured": "Gee, J., Barillot, C., Le Briquer, L., Haynor, D., Bajcsy, R., 1994. Matching structural images of the human brain using statistical and geometrical image features. In: Proceedings of SPIE, Visualization in Biomedical Computing, pp. 191\u2013204.",
      "DOI": "10.1117/12.185179"
    },
    {
      "issue": "4",
      "key": "10.1016/j.media.2010.07.002_b0120",
      "doi-asserted-by": "crossref",
      "first-page": "1341",
      "DOI": "10.1016/j.neuroimage.2009.04.024",
      "article-title": "Implicit reference-based group-wise image registration and its application to structural and functional mri",
      "volume": "47",
      "author": "Geng",
      "year": "2009",
      "journal-title": "NeuroImage"
    },
    {
      "issue": "6",
      "key": "10.1016/j.media.2010.07.002_b0125",
      "doi-asserted-by": "crossref",
      "first-page": "967",
      "DOI": "10.1002/jmri.1139",
      "article-title": "An integrated visualization system for surgical planning and guidance using image fusion and an open mr",
      "volume": "13",
      "author": "Gering",
      "year": "2001",
      "journal-title": "Journal of Magnetic Resonance Imaging"
    },
    {
      "issue": "6",
      "key": "10.1016/j.media.2010.07.002_b0130",
      "doi-asserted-by": "crossref",
      "first-page": "731",
      "DOI": "10.1016/j.media.2008.03.006",
      "article-title": "Dense image registration through MRFs and efficient linear programming",
      "volume": "12",
      "author": "Glocker",
      "year": "2008",
      "journal-title": "Medical Image Analysis"
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0135",
      "doi-asserted-by": "crossref",
      "first-page": "21",
      "DOI": "10.1006/nimg.2001.0786",
      "article-title": "A voxel-based morphometric study of ageing in 465 normal adult human brains",
      "volume": "14",
      "author": "Good",
      "year": "2004",
      "journal-title": "NeuroImage"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0140",
      "first-page": "1157",
      "article-title": "An introduction to variable and feature selection",
      "volume": "3",
      "author": "Guyon",
      "year": "2003",
      "journal-title": "Journal of Machine Learning Research"
    },
    {
      "issue": "5",
      "key": "10.1016/j.media.2010.07.002_b0145",
      "doi-asserted-by": "crossref",
      "first-page": "786",
      "DOI": "10.1109/PROC.1979.11328",
      "article-title": "Statistical and structural approaches to texture",
      "volume": "67",
      "author": "Haralick",
      "year": "1979",
      "journal-title": "Proceedings of the IEEE"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0150",
      "doi-asserted-by": "crossref",
      "unstructured": "Hata, N., Dohi, T., Warfield, S., Wells, W., Kikinis, R., Jolesz, F., 1998. Multimodality deformable registration of pre- and intraoperative images for MRI-guided brain surgery. In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 1067\u20131074.",
      "DOI": "10.1007/BFb0056296"
    },
    {
      "issue": "3",
      "key": "10.1016/j.media.2010.07.002_b0155",
      "doi-asserted-by": "crossref",
      "first-page": "1",
      "DOI": "10.1088/0031-9155/46/3/201",
      "article-title": "Medical image registration",
      "volume": "46",
      "author": "Hill",
      "year": "2001",
      "journal-title": "Physics in Medicine and Biology"
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0160",
      "doi-asserted-by": "crossref",
      "first-page": "111",
      "DOI": "10.1109/TMI.2007.904691",
      "article-title": "A review of geometric transformations for nonrigid body registration",
      "volume": "27",
      "author": "Holden",
      "year": "2008",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0165",
      "unstructured": "Huang, X., Sun, Y., Metaxas, D., Sauer, F., Xu, C., 2004. Hybrid image registration based on configural matching of scale-invariant salient region features. In: Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW\u201904), vol. 1."
    },
    {
      "issue": "12",
      "key": "10.1016/j.media.2010.07.002_b0170",
      "doi-asserted-by": "crossref",
      "first-page": "1167",
      "DOI": "10.1016/0031-3203(91)90143-S",
      "article-title": "Unsupervised texture segmentation using gabor filters",
      "volume": "24",
      "author": "Jain",
      "year": "1991",
      "journal-title": "Pattern Recognition"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0175",
      "doi-asserted-by": "crossref",
      "unstructured": "Jian, B., Vemuri, B., Marroquin, J., 2005. Robust nonrigid multimodal image registration using local frequency maps. In: Information Processing in Medical Imaging (IPMI), pp. 504\u2013515.",
      "DOI": "10.1007/11505730_42"
    },
    {
      "issue": "8",
      "key": "10.1016/j.media.2010.07.002_b0180",
      "doi-asserted-by": "crossref",
      "first-page": "1357",
      "DOI": "10.1109/83.855431",
      "article-title": "Landmark matching via large deformation diffeomorphisms",
      "volume": "9",
      "author": "Joshi",
      "year": "2000",
      "journal-title": "IEEE Transactions on Image Processing"
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0185",
      "doi-asserted-by": "crossref",
      "first-page": "151",
      "DOI": "10.1016/j.neuroimage.2004.07.068",
      "article-title": "Unbiased diffeomorphic atlas construction for computational anatomy",
      "volume": "23",
      "author": "Joshi",
      "year": "2004",
      "journal-title": "NeuroImage"
    },
    {
      "issue": "2",
      "key": "10.1016/j.media.2010.07.002_b0190",
      "doi-asserted-by": "crossref",
      "first-page": "83",
      "DOI": "10.1023/A:1012460413855",
      "article-title": "Saliency, scale and image description",
      "volume": "V45",
      "author": "Kadir",
      "year": "2001",
      "journal-title": "International Journal of Computer Vision"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0195",
      "unstructured": "Kamarainen, J., 2003. Feature extraction using gabor filters. Ph.D. thesis, Lappeenranta University of Technology, Finland."
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0200",
      "doi-asserted-by": "crossref",
      "first-page": "14",
      "DOI": "10.1016/j.cviu.2008.06.007",
      "article-title": "Performance vs computational efficiency for optimizing single and dynamic mrfs: setting the state of the art with primal-dual strategies",
      "volume": "112",
      "author": "Komodakis",
      "year": "2008",
      "journal-title": "Computer Vision and Image Understanding"
    },
    {
      "issue": "11",
      "key": "10.1016/j.media.2010.07.002_b0205",
      "doi-asserted-by": "crossref",
      "first-page": "1427",
      "DOI": "10.1109/TIP.2003.813139",
      "article-title": "Fast parametric elastic image registration",
      "volume": "12",
      "author": "Kybic",
      "year": "2003",
      "journal-title": "IEEE Transactions on Image Processing"
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0210",
      "doi-asserted-by": "crossref",
      "first-page": "62",
      "DOI": "10.1016/j.neuroimage.2007.06.041",
      "article-title": "Atlas-based segmentation of white matter tracts of the human brain using diffusion tensor tractography and comparison with classical dissection",
      "volume": "39",
      "author": "Lawes",
      "year": "2008",
      "journal-title": "NeuroImage"
    },
    {
      "issue": "8",
      "key": "10.1016/j.media.2010.07.002_b0215",
      "doi-asserted-by": "crossref",
      "first-page": "1265",
      "DOI": "10.1109/TPAMI.2005.151",
      "article-title": "A sparse texture representation using local affine regions",
      "volume": "27",
      "author": "Lazebnik",
      "year": "2005",
      "journal-title": "IEEE Transactions on Pattern Analysis and Machine Intelligence"
    },
    {
      "issue": "6",
      "key": "10.1016/j.media.2010.07.002_b0220",
      "doi-asserted-by": "crossref",
      "first-page": "822",
      "DOI": "10.1109/TMI.2007.892646",
      "article-title": "Statistical properties of jacobian maps and the realization of unbiased large-deformation nonlinear image registration",
      "volume": "26",
      "author": "Leow",
      "year": "2007",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0225",
      "doi-asserted-by": "crossref",
      "first-page": "129",
      "DOI": "10.1016/S0031-3203(98)00095-8",
      "article-title": "A survey of hierarchical non-linear medical image registration",
      "volume": "32",
      "author": "Lester",
      "year": "1999",
      "journal-title": "Pattern Recognition"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0230",
      "doi-asserted-by": "crossref",
      "unstructured": "Liao, S., Chung, A., 2009. Non-rigid image registration with uniform spherical structure patterns. In: Information Processing in Medical Imaging (IPMI), pp. 163\u2013175.",
      "DOI": "10.1007/978-3-642-02498-6_14"
    },
    {
      "issue": "5",
      "key": "10.1016/j.media.2010.07.002_b0235",
      "doi-asserted-by": "crossref",
      "first-page": "273",
      "DOI": "10.1016/j.compmedimag.2009.03.004",
      "article-title": "Deformation invariant attribute vector for deformable registration of longitudinal brain MR images",
      "volume": "33",
      "author": "Li",
      "year": "2009",
      "journal-title": "Computerized Medical Imaging and Graphics"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0240",
      "unstructured": "Ling, H., Jacobs, D., 2005. Deformation invariant image matching. In: The Tenth International Conference in Computer Vision (ICCV), Beijing, China."
    },
    {
      "issue": "5",
      "key": "10.1016/j.media.2010.07.002_b0245",
      "doi-asserted-by": "crossref",
      "first-page": "462",
      "DOI": "10.1109/TMI.2002.1009382",
      "article-title": "Local frequency representations for robust multimodal image registration",
      "volume": "21",
      "author": "Liu",
      "year": "2002",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "issue": "4",
      "key": "10.1016/j.media.2010.07.002_b0250",
      "doi-asserted-by": "crossref",
      "first-page": "1790",
      "DOI": "10.1016/j.neuroimage.2004.04.020",
      "article-title": "Deformable registration of cortical structures via hybrid volumetric and surface warping",
      "volume": "22",
      "author": "Liu",
      "year": "2004",
      "journal-title": "NeuroImage"
    },
    {
      "issue": "4",
      "key": "10.1016/j.media.2010.07.002_b0255",
      "doi-asserted-by": "crossref",
      "first-page": "634",
      "DOI": "10.1016/j.media.2009.05.003",
      "article-title": "Fractal and multifractal analysis: a review",
      "volume": "13",
      "author": "Lopes",
      "year": "2009",
      "journal-title": "Medical Image Analysis"
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0260",
      "doi-asserted-by": "crossref",
      "first-page": "285",
      "DOI": "10.1016/j.patcog.2007.04.002",
      "article-title": "Multimodality image registration by maximization of quantitativecqualitative measure of mutual information",
      "volume": "41",
      "author": "Luan",
      "year": "2008",
      "journal-title": "Pattern Recognition"
    },
    {
      "issue": "2",
      "key": "10.1016/j.media.2010.07.002_b0265",
      "doi-asserted-by": "crossref",
      "first-page": "187",
      "DOI": "10.1109/42.563664",
      "article-title": "Multimodality image registration by maximization of mutual information",
      "volume": "16",
      "author": "Maes",
      "year": "1997",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0270",
      "doi-asserted-by": "crossref",
      "unstructured": "Mahapatra, D., Sun, Y., 2008. Registration of dynamic renal MR images using neurobiological model of saliency. In: IEEE International Symposium on Biomedical Imaging (ISBI), pp. 1119\u20131122.",
      "DOI": "10.1109/ISBI.2008.4541197"
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0275",
      "doi-asserted-by": "crossref",
      "first-page": "1",
      "DOI": "10.1016/S1361-8415(01)80026-8",
      "article-title": "A survey of medical image registration",
      "volume": "2",
      "author": "Maintz",
      "year": "1998",
      "journal-title": "Medical Image Analysis"
    },
    {
      "issue": "8",
      "key": "10.1016/j.media.2010.07.002_b0280",
      "doi-asserted-by": "crossref",
      "first-page": "837",
      "DOI": "10.1109/34.531803",
      "article-title": "Texture features for browsing and retrieval of image data",
      "volume": "18",
      "author": "Manjunath",
      "year": "1996",
      "journal-title": "IEEE Transactions on Pattern Analysis and Machine Intelligence"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0285",
      "doi-asserted-by": "crossref",
      "unstructured": "McAuliffe, M., Lalonde, F., McGarry, D., Gandler, W., Csaky, K., Trus, B., 2001. Medical image processing, analysis and visualization in clinical research. In: Proceedings of the 14th IEEE Computer-Based Medical Systems, pp. 381\u2013386.",
      "DOI": "10.1109/CBMS.2001.941749"
    },
    {
      "issue": "3",
      "key": "10.1016/j.media.2010.07.002_b0290",
      "doi-asserted-by": "crossref",
      "first-page": "270",
      "DOI": "10.1109/42.585761",
      "article-title": "Shape-based tracking of left ventricular wall motion",
      "volume": "16",
      "author": "McEachen",
      "year": "1997",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "issue": "3",
      "key": "10.1016/j.media.2010.07.002_b0295",
      "doi-asserted-by": "crossref",
      "first-page": "195",
      "DOI": "10.1016/S1361-8415(97)85010-4",
      "article-title": "Demonstration of accuracy and clinical versatility of mutual information for automatic multimodality image fusion using affine and thin-plate spline warped geometric deformations",
      "volume": "1",
      "author": "Meyer",
      "year": "1997",
      "journal-title": "Medical Image Analysis"
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0300",
      "doi-asserted-by": "crossref",
      "first-page": "16",
      "DOI": "10.2310/7290.2006.00002",
      "article-title": "A methodology for registration of a histological slide and in vivo MRI volume based on optimizing mutual information",
      "volume": "5",
      "author": "Meyer",
      "year": "2006",
      "journal-title": "Molecular Imaging"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0305",
      "doi-asserted-by": "crossref",
      "first-page": "273",
      "DOI": "10.1007/978-1-84882-299-3_13",
      "article-title": "Review of techniques for registration of diffusion tensor imaging",
      "author": "Munoz-Moreno",
      "year": "2009",
      "journal-title": "Tensors in Image Processing and Computer Vision"
    },
    {
      "issue": "6",
      "key": "10.1016/j.media.2010.07.002_b0310",
      "doi-asserted-by": "crossref",
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      "DOI": "10.3109/10929080209146523",
      "article-title": "Three-dimensional image registration of phantom vertebrae for image-guided surgery: a preliminary study",
      "volume": "7",
      "author": "Muratore",
      "year": "2003",
      "journal-title": "Comuter Aided Surgey"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0315",
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      "author": "Ou",
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      "key": "10.1016/j.media.2010.07.002_b0320",
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      "author": "Ou",
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      "journal-title": "Non-rigid registration between histological and MR images of the prostate: a joint segmentation and registration framework"
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    {
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      "article-title": "Sampling the spatial patterns of cancer: optimized biopsy procedures for estimating prostate cancer volume and gleason score",
      "volume": "13",
      "author": "Ou",
      "year": "2009",
      "journal-title": "Medical Image Analysis"
    },
    {
      "issue": "3",
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      "DOI": "10.1016/j.media.2005.03.006",
      "article-title": "Medical image registration with partial data",
      "volume": "10",
      "author": "Periaswamy",
      "year": "2006",
      "journal-title": "Medical Image Analysis"
    },
    {
      "issue": "3",
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      "DOI": "10.1016/j.media.2005.03.008",
      "article-title": "Piecewise affine registration of biological images for volume reconstruction",
      "volume": "10",
      "author": "Pitiot",
      "year": "2006",
      "journal-title": "Medical Image Analysis"
    },
    {
      "issue": "8",
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      "volume": "22",
      "author": "Pluim",
      "year": "2003",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
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      "first-page": "228",
      "DOI": "10.1016/j.neuroimage.2005.11.044",
      "article-title": "A bayesian model for joint segmentation and registration",
      "volume": "31",
      "author": "Pohl",
      "year": "2006",
      "journal-title": "NeuroImage"
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    {
      "issue": "5",
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      "DOI": "10.1016/j.media.2005.05.007",
      "article-title": "Automatic segmentation of MR images of the developing newborn brain",
      "volume": "9",
      "author": "Prastawa",
      "year": "2005",
      "journal-title": "Medical Image Analysis"
    },
    {
      "issue": "6",
      "key": "10.1016/j.media.2010.07.002_b0355",
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      "first-page": "526",
      "DOI": "10.1109/42.929618",
      "article-title": "Landmark-based elastic registration using approximating thin-plate splines",
      "volume": "20",
      "author": "Rohr",
      "year": "2001",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "issue": "8",
      "key": "10.1016/j.media.2010.07.002_b0360",
      "doi-asserted-by": "crossref",
      "first-page": "712",
      "DOI": "10.1109/42.796284",
      "article-title": "Nonrigid registration using free-form deformations: application to breast MR images",
      "volume": "18",
      "author": "Rueckert",
      "year": "1999",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0365",
      "doi-asserted-by": "crossref",
      "unstructured": "Rueckert, D., Aljabar, P., Heckemann, R.A., Hajnal, J.V., Hammers, A., 2006. Diffeomorphic registration using b-splines. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp. 702\u2013709.",
      "DOI": "10.1007/11866763_86"
    },
    {
      "issue": "4",
      "key": "10.1016/j.media.2010.07.002_b0370",
      "doi-asserted-by": "crossref",
      "first-page": "1161",
      "DOI": "10.1016/j.patcog.2006.08.012",
      "article-title": "Image registration by local histogram matching",
      "volume": "40",
      "author": "Shen",
      "year": "2007",
      "journal-title": "Pattern Recognition"
    },
    {
      "issue": "11",
      "key": "10.1016/j.media.2010.07.002_b0375",
      "doi-asserted-by": "crossref",
      "first-page": "1421",
      "DOI": "10.1109/TMI.2002.803111",
      "article-title": "HAMMER: hierarchical attribute matching mechanism for elastic registration",
      "volume": "21",
      "author": "Shen",
      "year": "2003",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "issue": "4",
      "key": "10.1016/j.media.2010.07.002_b0380",
      "doi-asserted-by": "crossref",
      "first-page": "1508",
      "DOI": "10.1016/j.neuroimage.2003.12.015",
      "article-title": "Measuring temporal morphological changes robustly in brain mr images via 4-dimensional template warping",
      "volume": "21",
      "author": "Shen",
      "year": "2004",
      "journal-title": "NeuroImage"
    },
    {
      "issue": "4",
      "key": "10.1016/j.media.2010.07.002_b0385",
      "doi-asserted-by": "crossref",
      "first-page": "257",
      "DOI": "10.1109/42.921475",
      "article-title": "An adaptive-focus statistical shape model for segmentation and shape modeling of 3-d brain structures",
      "volume": "20",
      "author": "Shen",
      "year": "2001",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0390",
      "doi-asserted-by": "crossref",
      "first-page": "36",
      "DOI": "10.1109/42.832958",
      "article-title": "Point-tracked quantitative analysis of left ventricular surface motion from 3-d image sequences",
      "volume": "19",
      "author": "Shi",
      "year": "2000",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0395",
      "doi-asserted-by": "crossref",
      "unstructured": "Sotiras, A., Komodakis, N., Glocker, B., Paragios, N., 2009. Graphical models and deformable diffeomorphic population registration using global and local metrics. In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI).",
      "DOI": "10.1007/978-3-642-04268-3_83"
    },
    {
      "issue": "11",
      "key": "10.1016/j.media.2010.07.002_b0400",
      "doi-asserted-by": "crossref",
      "first-page": "2514",
      "DOI": "10.1016/j.patcog.2009.04.022",
      "article-title": "Estimating myocardial motion by 4d image warping",
      "volume": "42",
      "author": "Sundar",
      "year": "2009",
      "journal-title": "Pattern Recognition"
    },
    {
      "issue": "3",
      "key": "10.1016/j.media.2010.07.002_b0405",
      "doi-asserted-by": "crossref",
      "first-page": "243",
      "DOI": "10.1016/S1361-8415(98)80022-4",
      "article-title": "Image matching as a diffusion process: an analogy with maxwell\u2019s demons",
      "volume": "2",
      "author": "Thirion",
      "year": "1998",
      "journal-title": "Medical Image Analysis"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0410",
      "doi-asserted-by": "crossref",
      "first-page": "78",
      "DOI": "10.1259/BJR/20005470",
      "article-title": "Computational anatomical methods as applied to ageing and dementia",
      "volume": "80",
      "author": "Thompson",
      "year": "2007",
      "journal-title": "The British Journal of Radiology"
    },
    {
      "issue": "4",
      "key": "10.1016/j.media.2010.07.002_b0415",
      "doi-asserted-by": "crossref",
      "first-page": "402",
      "DOI": "10.1109/42.511745",
      "article-title": "A surface-based technique for warping three-dimensional images of the brain",
      "volume": "15",
      "author": "Thompson",
      "year": "1996",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0420",
      "doi-asserted-by": "crossref",
      "unstructured": "Vercauteren, T., Pennec, X., Perchant, A., Ayache, N., 2007. Non-parametric diffeomorphic image registration with the demons algorithm. In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), vol. 4792, pp. 319\u2013326.",
      "DOI": "10.1007/978-3-540-75759-7_39"
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0425",
      "doi-asserted-by": "crossref",
      "first-page": "S61",
      "DOI": "10.1016/j.neuroimage.2008.10.040",
      "article-title": "Diffeomorphic demons: efficient non-parametric image registration",
      "volume": "45",
      "author": "Vercauteren",
      "year": "2009",
      "journal-title": "NeuroImage"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0430",
      "doi-asserted-by": "crossref",
      "unstructured": "Verma, R., Davatzikos, C., 2004. Matching of diffusion tensor images using gabor features. In: IEEE International Symposium on Biomedical Imaging (ISBI), pp. 396\u2013399.",
      "DOI": "10.1109/ISBI.2004.1398558"
    },
    {
      "issue": "8",
      "key": "10.1016/j.media.2010.07.002_b0435",
      "doi-asserted-by": "crossref",
      "first-page": "966",
      "DOI": "10.1016/j.acra.2008.01.029",
      "article-title": "Multiparametric tissue characterization of brain neoplasms and their recurrence using pattern classification of mr images",
      "volume": "15",
      "author": "Verma",
      "year": "2008",
      "journal-title": "Acadmic Radiology"
    },
    {
      "issue": "9",
      "key": "10.1016/j.media.2010.07.002_b0440",
      "doi-asserted-by": "crossref",
      "first-page": "1101",
      "DOI": "10.1016/j.acra.2006.05.017",
      "article-title": "Joint registration and segmentation from brain mri",
      "volume": "13",
      "author": "Wang",
      "year": "2006",
      "journal-title": "Academic Radiology"
    },
    {
      "issue": "1",
      "key": "10.1016/j.media.2010.07.002_b0445",
      "doi-asserted-by": "crossref",
      "first-page": "35",
      "DOI": "10.1016/S1361-8415(01)80004-9",
      "article-title": "Multi-modal volume registration by maximization of mutual information",
      "volume": "1",
      "author": "Wells",
      "year": "1996",
      "journal-title": "Medical Image Analysis"
    },
    {
      "issue": "9",
      "key": "10.1016/j.media.2010.07.002_b0450",
      "doi-asserted-by": "crossref",
      "first-page": "1145",
      "DOI": "10.1109/TMI.2006.879320",
      "article-title": "Learning-based deformable registration of MR brain images",
      "volume": "25",
      "author": "Wu",
      "year": "2006",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0455",
      "doi-asserted-by": "crossref",
      "unstructured": "Wu, G., Qi, F., Shen, D., 2007. Learning best features and deformation statistics for hierarchical registration of MR brain images. In: Information Processing in Medical Imaging (IPMI), pp. 160\u2013171.",
      "DOI": "10.1007/978-3-540-73273-0_14"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0460",
      "doi-asserted-by": "crossref",
      "first-page": "539",
      "DOI": "10.1016/S1361-8415(03)00067-7",
      "article-title": "Map mrf joint segmentation and registration of medical images",
      "volume": "7",
      "author": "Wyatt",
      "year": "2003",
      "journal-title": "Medical Image Analysis"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0465",
      "doi-asserted-by": "crossref",
      "unstructured": "Xing, Y., Xue, Z., Englander, S., Schnall, M., Shen, D., 2008. Improving parenchyma segmentation by simultaneous estimation of tissue property t1 map and group-wise registration of inversion recovery mr breast images. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp. 342\u2013350.",
      "DOI": "10.1007/978-3-540-85988-8_41"
    },
    {
      "issue": "10",
      "key": "10.1016/j.media.2010.07.002_b0470",
      "doi-asserted-by": "crossref",
      "first-page": "1276",
      "DOI": "10.1109/TMI.2004.834616",
      "article-title": "Determining correspondence in 3-d MR brain images using attribute vectors as morphological signatures of voxels",
      "volume": "23",
      "author": "Xue",
      "year": "2004",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "issue": "2",
      "key": "10.1016/j.media.2010.07.002_b0475",
      "doi-asserted-by": "crossref",
      "first-page": "388",
      "DOI": "10.1016/j.neuroimage.2005.09.054",
      "article-title": "CLASSIC: consistent longitudinal alignment and segmentation for serial image computing",
      "volume": "30",
      "author": "Xue",
      "year": "2006",
      "journal-title": "NeuroImage"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0480",
      "doi-asserted-by": "crossref",
      "unstructured": "Xue, Z., Wong, K., S., W., 2008. Joint registration and segmentation of serial lung ct images in microendoscopy molecular image- guided therapy. In: Medical Imaging and Augmented Reality, pp. 12\u201320.",
      "DOI": "10.1007/978-3-540-79982-5_2"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0485",
      "doi-asserted-by": "crossref",
      "unstructured": "Xue, Z., Long, L., Antani, S., Jeronimo, J., Thoma, G., 2009. Segmentation of mosaicism in cervicographic images using support vector machines. In: Proceedings of the SPIE Medical Imaging.",
      "DOI": "10.1117/12.812318"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0490",
      "unstructured": "Yang, J., Blum, R.S., Williams, J., Sun, Y., Xu, C., 2006. Non-rigid image registration using geometric features and local salient region features. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), pp. 825\u2013832."
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0495",
      "doi-asserted-by": "crossref",
      "unstructured": "Yang, J., Shen, D., Davatzikos, C., 2008. Diffusion tensor image registration using tensor geometry and orientation features. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp. 905\u2013913.",
      "DOI": "10.1007/978-3-540-85990-1_109"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0500",
      "doi-asserted-by": "crossref",
      "first-page": "549",
      "DOI": "10.1016/j.neuroimage.2009.04.055",
      "article-title": "TIMER: tensor image morphing for elastic registration",
      "volume": "47",
      "author": "Yap",
      "year": "2009",
      "journal-title": "NeuroImage"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0505",
      "unstructured": "Yezzi, A., Zollei, L., Kapur, T., 2001. A variational framework for joint segmentation and registration. In: Mathematical Methods in Biomedical Image Analysis (MMBIA)."
    },
    {
      "issue": "8",
      "key": "10.1016/j.media.2010.07.002_b0510",
      "doi-asserted-by": "crossref",
      "first-page": "1003",
      "DOI": "10.1109/TMI.2008.916954",
      "article-title": "Orbit: a multiresolution framework for deformable registration of brain tumor images",
      "volume": "27",
      "author": "Zacharaki",
      "year": "2008",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0515",
      "doi-asserted-by": "crossref",
      "first-page": "256",
      "DOI": "10.1109/TMI.2005.862744",
      "article-title": "Deformable segmentation of 3d ultrasound prostate images using statistical texture matching method",
      "volume": "25",
      "author": "Zhan",
      "year": "2006",
      "journal-title": "IEEE Transactions on Medical Imaging"
    },
    {
      "issue": "11",
      "key": "10.1016/j.media.2010.07.002_b0520",
      "doi-asserted-by": "crossref",
      "first-page": "1367",
      "DOI": "10.1016/j.acra.2007.07.018",
      "article-title": "Registering histologic and MR images of prostate for image-based cancer detection",
      "volume": "14",
      "author": "Zhan",
      "year": "2007",
      "journal-title": "Academic Radiology"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0525",
      "doi-asserted-by": "crossref",
      "unstructured": "Zhang, J., Liu, Y., 2004. Cervical cancer detection using SVM based feature screening. In: Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 873\u2013880.",
      "DOI": "10.1007/978-3-540-30136-3_106"
    },
    {
      "issue": "11",
      "key": "10.1016/j.media.2010.07.002_b0530",
      "doi-asserted-by": "crossref",
      "first-page": "977",
      "DOI": "10.1016/S0262-8856(03)00137-9",
      "article-title": "Image registration methods: a survey",
      "volume": "21",
      "author": "Zitova",
      "year": "2003",
      "journal-title": "Image and Vision Computing"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0535",
      "doi-asserted-by": "crossref",
      "unstructured": "Zollei, L., Learned-Miller, E., Grimson, E., Wells, W.I., 2005. Efficient population registration of 3d data. In: ICCV Workshop: Computer Vision for Biomedical Image Applications (CVBIA), pp. 291\u2013301.",
      "DOI": "10.1007/11569541_30"
    },
    {
      "key": "10.1016/j.media.2010.07.002_b0540",
      "doi-asserted-by": "crossref",
      "first-page": "903",
      "DOI": "10.1148/radiology.198.3.8628891",
      "article-title": "Automatic motion correction for breast MR imaging",
      "volume": "198",
      "author": "Zuo",
      "year": "1996",
      "journal-title": "Radiology"
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