Automated detection of left ventricle in 4D MR images: Experience from a large study

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

Volumn 4190 LNCS - I, Issue , 2006, Pages 728-735

  Lin, Xiang ^a   Cowan, Brett R ^b   Young, Alistair A ^a  

^a UNIVERSITY OF AUCKLAND   (New Zealand)

^b UNIVERSITY OF AUCKLAND   (New Zealand)

Author keywords

[No Author keywords available]

Indexed keywords

CARDIOVASCULAR SYSTEM; DATA STRUCTURES; ERROR DETECTION; FOURIER TRANSFORMS; IMAGE ANALYSIS; MOTION ESTIMATION;

HEART; LEFT VENTRICLE; TEMPORAL FOURIER ANALYSIS; VASCULAR DISEASES;

MAGNETIC RESONANCE IMAGING;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; EVALUATION; FOURIER ANALYSIS; HEART LEFT VENTRICLE FUNCTION; HUMAN; IMAGE ENHANCEMENT; METHODOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING; THREE DIMENSIONAL IMAGING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; FOURIER ANALYSIS; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; VENTRICULAR DYSFUNCTION, LEFT;

EID: 79551685467     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11866565_89     Document Type: Conference Paper

References (12)

1. Santarelli, M., Positano, V., Michelassi, C., Lombardi, M., Landini, L.: Automated cardiac MR image segmentation: theory and measurement evaluation. Med. Eng. Phys. 25 (2003) 149-159
2. Lorenzo-Valdés, M., Sanchez-Ortiz, G., Mohiaddin, R., Rueckert, D.: Segmentation of 4D cardiac MR images using a probabilistic atlas and the EM algorithm. In: MICCAI'03. (2003) 440-450
3. Mitchell, S., Bosch, J., Lelieveldt, B., van der Geest, R., Reiber, J., Sonka, M.: 3-D active appearance models: Segmentation of cardiac MR and ultrasound images. IEEE Trans. Med. Imag. 21(9) (2002) 1167-1178
4. Kaus, M.R., von Berg, J., Niessen, W., Pekar, V.: Automated segmentation of the left ventricle in cardiac MRI. In: MICCAI'03. (2003) 432-439
5. Montillo, A., Metaxas, D., Axel, L.: Automated segmentation of the left and right ventricles in 4D cardiac SPAMM images. In: MICCAI'02. (2002) 620-633
6. Spreeuwers, L., Breeuwer, M.: Automatic detection of the myocardial boundaries of the right and left ventricle. SPIE: Med. Imag. 4322 (2001) 1207-1217
7. Danilouchkine, M., Westenberg, J., Reiber, J., Lelieveldt, B.: Accuracy of shortaxis cardiac MRI automatically derived from scout acquisitions in free-breathing and breath-holding modes. MAGMA 18 (2005) 7-18
8. Jackson, C., Robson, M., Francis, J., Noble, J.: Automatic planning of the acquisition of cardiac MR images. In: MICCAI'03. (2003) 541-548
9. Anderson, C.: Rationale and design of the cardiac magnetic resonance imaging substudy of the ONTARGET trial programme. J. Int. Med. Res. 33(4) (2005) 50A-57A
10. Young, A., Cowan, B., Thrupp, S., Hedley, W., Dell'Italia, L.: Left ventricular mass and volume: fast calculation with guide-point modeling on MR images. Radiology 216 (2000) 597-602
11. Sörgel, W., Vaerman, V.: Automatic heart localization from 4D MRI datasets. SPIE: Med. Imag. 3034 (1997) 333-344
12. Gering, D.: Automatic segmentation of cardiac MRI. In: MICCAI'03. (2003) 524-532