Longitudinal image registration with non-uniform appearance change

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7512 LNCS, Issue , 2012, Pages 280-288

  Csapo, Istvan ^a   Davis, Brad ^c   Shi, Yundi ^a   Sanchez, Mar ^d   Styner, Martin ^a   Niethammer, Marc ^a,b  

^a UNIVERSITY OF NORTH CAROLINA   (United States)

^b UNIVERSITY OF NORTH CAROLINA SCHOOL OF MEDICINE   (United States)

^c KITWARE INC   (United States)

^d EMORY UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ANALYSIS; IMAGE REGISTRATION; MEDICAL COMPUTING;

BRAIN MATURATION; BRAIN MORPHOLOGIES; IMAGE INTENSITIES; IMAGE SIMILARITY; INTENSITY CHANGE; LOCAL SIMILARITY MEASURE; LONGITUDINAL IMAGING; REGISTRATION METHODS;

MEDICAL IMAGING;

AGING; ALGORITHM; ANIMAL; ARTICLE; AUTOMATED PATTERN RECOGNITION; BRAIN; COMPUTER ASSISTED DIAGNOSIS; HAPLORHINI; HISTOLOGY; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; LONGITUDINAL STUDY; METHODOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; THREE DIMENSIONAL IMAGING;

AGING; ALGORITHMS; ANIMALS; BRAIN; HAPLORHINI; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; LONGITUDINAL STUDIES; MAGNETIC RESONANCE IMAGING; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SUBTRACTION TECHNIQUE;

MLCS; MLOWN;

EID: 84872948010     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33454-2_35     Document Type: Conference Paper

References (14)

1. Barkovich, A.J., Kjos, B.O., Jackson, D.E., Norman, D.: Normal maturation of the neonatal and infant brain: MR imaging at 1.5T. Radiology 166, 173–180 (1988)
2. Broit, C.: Optimal registration of deformed images. Ph.D. thesis, University of Pennsylvania (1981)
3. Csapo, I., Davis, B., Shi, Y., Sanchez, M., Styner, M., Niethammer, M.: Temporally-Dependent Image Similarity Measure for Longitudinal Analysis. In: Dawant, B.M., Christensen, G.E., Fitzpatrick, J.M., Rueckert, D. (eds.) WBIR 2012. LNCS, vol. 7359, pp. 99–109. Springer, Heidelberg (2012)
4. Dobbing, J., Sands, J.: Quantitative growth and development of human brain. Archives of Disease in Childhood 48(10), 757–767 (1973)
5. Durrleman, S., Pennec, X., Trouvé, A., Gerig, G., Ayache, N.: Spatiotemporal Atlas Estimation for Developmental Delay Detection in Longitudinal Datasets. In: Yang, G.-Z., Hawkes, D., Rueckert, D., Noble, A., Taylor, C. (eds.) MICCAI 2009, Part I. LNCS, vol. 5761, pp. 297–304. Springer, Heidelberg (2009)
6. Fekedulegn, D., Siurtain, M.P.M., Colbert, J.J.: Parameter estimation of nonlinear growth models in forestry. Silva Fennica 33(4), 327–336 (1999)
7. Fishbaugh, J., Durrleman, S., Gerig, G.: Estimation of Smooth Growth Trajectories with Controlled Acceleration from Time Series Shape Data. In: Fichtinger, G., Martel, A., Peters, T. (eds.) MICCAI 2011, Part II. LNCS, vol. 6892, pp. 401–408. Springer, Heidelberg (2011)
8. Friston, K., Ashburner, J., Frith, C., Poline, J., Heather, J.D., Frackowiak, R.: Spatial registration and normalization of images. Human Brain Mapping 2, 165–189 (1995)
9. Loeckx, D., Slagmolen, P., Maes, F., Vandermeulen, D., Suetens, P.: Nonrigid image registration using conditional mutual information. IEEE Transactions on Medical Imaging 29(1), 19–29 (2010)
10. Miller, M.I., Younes, L.: Group actions, homeomorphisms, and matching: A general framework. International Journal of Computer Vision 41(1/2), 61–84 (2001)
11. Roche, A., Guimond, A., Ayache, N., Meunier, J.: Multimodal Elastic Matching of Brain Images. In: Vernon, D. (ed.) ECCV 2000. LNCS, vol. 1843, pp. 511–527. Springer, Heidelberg (2000)
12. Sampaio, R.C., Truwit, C.L.: Myelination in the developing brain. In: Handbook of Developmental Cognitive Neuroscience, pp. 35–44. MIT Press (2001)
13. Studholme, C., Drapaca, C., Iordanova, B., Cardenas, V.: Deformation-based mapping of volume change from serial brain mri in the presence of local tissue contrast change. IEEE Transactions on Medical Imaging 25(5), 626–639 (2006)
14. Styner, M., Knickmeyer, R., Coe, C., Short, S.J., Gilmore, J.: Automatic regional analysis of dti properties in the developmental macaque brain. Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, vol. 6914 (2008)