A groupwise mutual information metric for cost efficient selection of a suitable reference in cardiac computational atlas construction

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 7623, Issue PART 1, 2010, Pages

  Hoogendoorn, Corné ^a,b   Whitmarsh, Tristan ^a,b   Duchateau, Nicolas ^a,b   Sukno, Federico M ^a,b   De Craene, Mathieu ^a,b   Frangi, Alejandro F ^a,b,c  

^a UNIVERSITAT POMPEU FABRA   (Spain)

^b BIOMATERIALES Y NANOMEDICINA CIBER BBN   (Spain)

^c INSTITUCIÓ CATALANA DE RECERCA I ESTUDIS AVANÇATS ICREA   (Spain)

Author keywords

bias reduction; Cardiac atlas construction; groupwise mutual information; reference selection

Indexed keywords

ATLAS CONSTRUCTION; AVERAGE IMAGE; BIAS REDUCTION; COST-EFFICIENT; IMAGING COMMUNITY; INEXPENSIVE MEANS; MULTISLICE COMPUTED TOMOGRAPHY; MUTUAL INFORMATIONS; NONRIGID REGISTRATION; REFERENCE SELECTION; REGISTRATION PERFORMANCE; SELECTION BASED; SINGLE ELEMENT; TRAINING SETS;

COMPUTERIZED TOMOGRAPHY; HEART; IMAGE PROCESSING; IMAGING SYSTEMS;

MEDICAL IMAGING;

EID: 78049356021     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.844428     Document Type: Conference Paper

References (11)

1. Park, H., Bland, P. H., and Meyer, C. R., "Construction of an abdominal probabilistic atlas and its application in segmentation," IEEE Trans. Med. Imag. 22, 483-492, Apr. 2003.
2. Park, H., Bland, P. H., Hero III, A. O., and Meyer, C. R., "Least biased target selection in probabilistic atlas construction," in Proc. MICCAI, LNCS 3750, 419-426, 2005. (Pubitemid 43828392)
3. Joshi, S., Davis, B., Jomier,M., and Gerig, G., "Unbiased diffeomorphic atlas construction for computational anatomy," NeuroImage 23(S1), S151-S160, 2004. (Pubitemid 39421714)
4. Studholme, C. and Cardenas, V., "A template free approach to volumetric spatial normalization of brain anatomy," Pattern Recogn. Lett. 25(10), 1191-1202, 2004. (Pubitemid 38763661)
5. Zöllei, L., Learned-Miller, E., Grimson, E., and Wells, W., "Efficient population registration of 3D data," in Proc. CVBIA, LNCS 3765, 291-301, 2005.
6. Bhatia, K. K., Hajnal, J. V., Puri, B. K., Edwards, A. D., and Rueckert, D., "Consistent groupwise non-rigid registration for atlas construction," in Proc. IEEE ISBI, 908-911, 2004. (Pubitemid 40514084)
7. Blezek, D. J. and Miller, J. V., "Atlas stratification," Med. Image Anal. 11(5), 443-457, 2007.
8. Rueckert, D., Aljabar, P., Heckemann, R. A., Hajnal, J. V., and Hammers, A., "Diffeomorphic registration using B-splines," in Proc. MICCAI, LNCS 4191, 702-709, 2006.
9. Duchateau, N., De Craene, M., Silva, E., Sitges, M., Bijnens, B. H., and Frangi, A. F., "Septal flash assessment on CRT candidates based on statistical atlases of motion," in Proc. MICCAI, LNCS 5762, 759-766, 2009.
10. Arsigny, V., Commowick, O., Pennec, X., and Ayache, N., "A log-euclidean framework for statistics on diffeomorphisms," in Proc. MICCAI, LNCS 4190, 924-931, 2006.
11. Byrd, R. H., Lu, P., Nocedal, J., and Zhu, C., "A limited memory algorithm for bound constrained optimization," SIAM J. Sci. Comput. 16(5), 1190-1208, 1995.