Automatic segmentation of pathological tissues in cardiac MRI

2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings

Volumn , Issue , 2010, Pages 472-475

  Elagouni, Khaoula ^a   Ciofolo Veit, Cybèle ^a   Mory, Benoît ^a  

^a PHILIPS HEALTHCARE   (United States)

Author keywords

Late Enhancement myocardium viability; Segmentation; Variational methods

Indexed keywords

ANATOMICAL VARIABILITY; AUTOMATIC METHOD; AUTOMATIC SEGMENTATIONS; CARDIAC MAGNETIC RESONANCE IMAGES; CARDIAC MRI; CARDIAC VIABILITY; FALSE POSITIVE; GENERIC IMAGES; PARTIAL VOLUME EFFECT; PATHOLOGICAL TISSUE; REGION COMPETITION; SEGMENTATION METHODS; SEMI-AUTOMATICS; SHAPE AND SIZE; VARIATIONAL METHODS;

HISTOLOGY; MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING; RESONANCE;

IMAGE SEGMENTATION;

EID: 77955186440     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2010.5490306     Document Type: Conference Paper

References (10)

1. R.J. Kim et al., "Relationship of MRI delayed contrast enhancement to irreversible injury, infarct age, and contractile function," Circulation, vol. 100, no. 19, pp. 1992-2002, 1999.
2. A.T. Yan et al., "Characterization of the peri-infarct zone by contrast-enhanced cardiac magnetic resonance imaging is a powerful predictor of post-myocardial infarction mortality," Circulation, vol. 114, no. 1, pp. 32, 2006.
3. A. Schmidt et al., "Infarct tissue heterogeneity by magnetic resonance imaging identifies enhanced cardiac arrhythmia susceptibility in patients with left ventricular dysfunction," Circulation, vol. 115, no. 15, pp. 2006, 2007.
4. L.Y. Hsu et al., "Quantitative myocardial infarction on delayed enhancement MRI. part II: Clinical application of an automated feature analysis and combined thresholding infarct sizing algorithm," J. Magn. Reson. Imag., vol. 23, no. 3, 2006.
5. E. Heiberg et al., "Semi-automatic quantification of myocardial infarction from delayed contrast enhanced magnetic resonance imaging," Scandinavian Cardiovascular J., vol. 39, no. 5, pp. 267-275, 2005.
6. A. Hennemuth et al., "A comprehensive approach to the analysis of contrast enhanced cardiac MR images," IEEE Trans. Med. Imag., vol. 27, no. 11, 2008.
7. C. Ciofolo et al., "Automatic myocardium segmentation in late-enhancement MRI," in Proceedings of ISBI'08, 2008, pp. 225-228.
8. H. Gudbjartsson and S. Patz, "The Rician distribution of noisy MRI data," Magn. Reson.Med., vol. 34, no. 6, pp. 910, 1995.
9. AP Dempster et al., "Maximum likelihood from incomplete data via the EM algorithm," J. Roy. Stat. Soc. Series B (Method.), pp. 1-38, 1977.
10. S.C. Zhu and A. Yuille, "Region competition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 9, pp. 884-900, 1996.