Quantification of delayed enhancement MR images

Lecture Notes in Computer Science

Volumn 3216, Issue PART 1, 2004, Pages 250-257

  Dikici, Engin ^a   O'Donnell, Thomas ^a   Setser, Randolph ^b   White, Richard D ^b  

^a SIEMENS CORPORATE RESEARCH   (United States)

^b LERNER RESEARCH INSTITUTE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ANALYSIS; IMAGE ENHANCEMENT; MEDICAL IMAGING; PARAMAGNETISM; TISSUE; VECTOR QUANTIZATION; VISUALIZATION; HISTOLOGY; IMAGE SEGMENTATION; IMAGING TECHNIQUES; MAGNETIC RESONANCE IMAGING; PIXELS; TISSUE ENGINEERING; TUNNELING (EXCAVATION);

DELAYED ENHANCEMENT MAGNETIC RESONANCE (DEMR); LEFT VENTRICLE; MYOCARDIAL TISSUES; SUPPORT VECTOR MACHINES; IMAGE FEATURES; LEFT VENTRICLES; MYOCARDIAL BORDER; MYOCARDIAL TISSUE; PATIENT SURVIVALS; PRIOR MODELING; SIGNAL INTENSITIES; TWO-STAGE METHODS;

MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING;

EID: 20344408052     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-30135-6_31     Document Type: Conference Paper

References (12)

1. O'Donnell Thomas, Ning Xu, Randolf Setser, Richard D. White. Semi-Automatic Segmentation of Non-Viable Cardiac Tissue Using Cine and Delayed Enhancement Magnetic Resonance Images. SPIE Medical Imaging 2003 Physiology and Function: Methods, Systems, and Applications, pp 242 - 251.
2. M. -P. Jolly, N. Duta, and G. Funka-Lea. Segmentation of the Left Ventricle in Cardiac MR Images. Proc. ICCV, Vancouver, Canada, 2001.
3. Kolipaka A, Chatzimavroudis GP, White RD, O'Donnell TP, and Setser RM. Segmentation of Non-Viable Myocardium in Delayed Enhancement Magnetic Resonance Images. ISMRM, Toronto, CA, 2003.
4. Christophe Chefd'Hotel, Gerardo Hermosillo, and Olivier Faugeras. A Variational Approach to Multi-Modal Image Matching IEEE Workshop on Variational and Level Set Methods (VLSM'01), p.21, July 13-13, 2001.
5. Nicholas M.I. Noble, Derek L.G. Hill, Marcel Breeuwer, Julia A. Schnabel, David J. Hawkes, Frans A. Gerritsen, and Reza Razavi. Myocardial Delineation via Registration in a Polar Coordinate System. MICCAI (1) 2002: 651-658.
6. Choi, K. M., Kim, R. J. et. al.,. (2001). Transmural Extent of Acute Myocardial Infarction Predicts Long-Term Improvement in Contractile Function. Circulation 104: 1101-1107.
7. Setser RM, Bexell DG, et al. Quantitative Assessment of Myocardial Scar in Delayed Enhancement Magnetic Resonance Imaging. J Magn Reson Imaging 2003 18: 434-41.
8. R. J. Kim, D. S. Fieno, et. Al.,. Relationship of MRI delayed contrast enhancement to irreversible injury, infarct age, and contractile function. Circulation 1999; 100: 1992-2002.
9. Fieno DS, Kim RJ,et.al.,. Contrast enhanced MRI of myocardium at risk: distinction between reversible and irreversible injury throughout infarct healing. 2000;36:1985-1991.
10. Sandstede JJW, et. al.(2000). Analysis of First-Pass and Delayed Contrast-Enhancement Patterns of Dysfunctional Myocardium on MR Imaging: Use in the Prediction of Myocardial Viability. (Monographie)
11. Cristianini N, Shawe-Taylor J. An Introduction to Support Vector Machines and other kernel-based learning methods. Cambridge University Press 2000.
12. El-Naqa I, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos, and Robert Nishikawa, "Support Vector Machine Learning for Detection of Microcalcififcations in Mammograms", IEEE ICIP, Rochester, NY, September 2002