Automatic segmentation of left atrial geometry from contrast-enhanced magnetic resonance images using a probabilistic atlas

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

Volumn 6364 LNCS, Issue , 2010, Pages 134-143

  Karim, R ^a,c   Juli, C ^b   Malcolme Lawes, L ^c   Wyn Davies, D ^c   Kanagaratnam, P ^c   Peters, N ^c   Rueckert, D ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

^b ST MARY S HOSPITAL   (United Kingdom)

^c NATIONAL HEART AND LUNG INSTITUTE   (United Kingdom)

Author keywords

Graph Cuts; Left atrium; Magnetic Resonance Angiography; Segmentation

Indexed keywords

ANATOMICAL PRIORS; ATRIAL FIBRILLATION; AUTOMATIC SEGMENTATIONS; CONTRAST-ENHANCED; ENERGY FUNCTIONALS; GRAPH CUT; LEFT ATRIUMS; MAGNETIC RESONANCE ANGIOGRAPHY; MAGNETIC RESONANCE IMAGES; MANUAL SEGMENTATION; MARKOV RANDOM FIELDS; SEGMENTATION; VORONOI;

ANGIOGRAPHY; COMPUTATIONAL GEOMETRY; COMPUTER SIMULATION; ELECTROPHYSIOLOGY; GRAPHIC METHODS; HEART; MAGNETIC RESONANCE; MAGNETIC RESONANCE IMAGING;

IMAGE SEGMENTATION;

EID: 78049389252     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15835-3_14     Document Type: Conference Paper

References (13)

1. John, M., Rahn, N.: Automatic Left Atrium Segmentation by Cutting the Blood Pool at Narrowings. In: Duncan, J. S., Gerig, G. (eds.) MICCAI 2005. LNCS, vol. 3750, pp. 798-805. Springer, Heidelberg (2005)
2. Lorensen, W. E., Cline, H. E.: Marching cubes: A High Resolution 3D Surface Construction Algorithm. In: Proc. of the 14th Annual Conference on Computer Graphics and Interactive Techniques (1987)
3. Boykov, Y., Veksler, O., Zabih, R.: Fast Approximate Energy Minimization via Graph Cuts. IEEE Tran. on Patt. Analysis and Machine Intelligence 23(11), 1222-1239 (2001)
4. Karim, R., et al.: Left Atrium Segmentation for Atrial Fibrillation Ablation. In: Proceedings of SPIE Medical imaging, Florida, vol. 7261, p. 95 (2009)
5. Marom, E. M., et al.: Variations in Pulmonary Venous Drainage to the Left Atrium. Radiology 230(3), 824-829 (2004)
6. Greig, D. M., Porteous, B. T., Seheult, A. H.: Exact Maximum a posteriori Estimation for Binary Images. Jour. of the Royal Stat. Society. 51(2), 271-279 (1989)
7. Cristoforetti, A., Faes, L., Ravelli, F., Centonze, M., Del Greco, M., Antolini, R., Nollo, G.: Isolation of the left atrial surface from cardiac multi-detector CT images based on marker controlled watershed segmentation. Medical Engineering and Physics 30(1), 48-58 (2008)
8. Meyer, C., Manzke, R., Peters, J., Ecabert, O., Kneser, R., Reddy, V. Y., Chan, R. C., Weese, J.: Automatic Intra-operative Generation of Geometric Left Atrium/Pulmonary Vein Models from Rotational X-Ray Angiography. In: Metaxas, D., Axel, L., Fichtinger, G., Székely, G. (eds.) MICCAI 2008, Part II. LNCS, vol. 5242, pp. 61-69. Springer, Heidelberg (2008)
9. Hartkens, T., Rueckert, D., Schnabel, J. A., Hawkes, D. J., Hill, D. L. G.: VTK CISG Registration Toolkit: An Open Source Software Package for Affine and Non-rigid Registration of Single and Multimodal 3D Images. In: Bildverarbeitung für die Medizin, pp. 409-412 (2002)
10. Benjamin, E. J., Wolf, P. A., D'Agostino, R. B., Silbershatz, H., Kannel, W. B., Levy, D.: Impact of Atrial Fibrillation on the Risk of Death: The Framingham Heart Study. Circulation 98 (10) (1998)
11. Oakes, R. S., Badger, T. J., Kholmovski, E. G., Akoum, N., Burgon, et al.: Detection and Quantification of Left Atrial Structural Remodeling with Delayedenhancement Magnetic Resonance Imaging in patients with Atrial Fibrillation. Circulation 6 (2) (2009)
12. Raya, S. P., Udupa, J. K.: Shape-based Interpolation of Multidimensional Objects. IEEE Trans. Med. Imaging 9(1), 32-42 (1990)
13. Otsu, N.: A threshold selection method from gray-level histogram. IEEE Transactions on Systems, Man and Cybernetics 9(1), 62-66 (1979)