Simultaneous detection of landmarks and key-frame in cardiac perfusion MRI using a joint spatial-temporal context model

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 7962, Issue , 2011, Pages

  Lu, Xiaoguang ^a   Xue, Hui ^a   Jolly, Marie Pierre ^a   Guetter, Christoph ^a   Kellman, Peter ^b   Hsu, Li Yueh ^b   Arai, Andrew ^b   Zuehlsdorff, Sven ^a   Littmann, Arne ^c   Georgescu, Bogdan ^a   Guehring, Jens ^a  

^a SIEMENS CORPORATE RESEARCH   (United States)

^b NATIONAL INSTITUTES OF HEALTH   (United States)

^c SIEMENS AG   (Germany)

Author keywords

C ardiac perfusion MRI; context model; key frame identification; landmark detection; learning based object detection

Indexed keywords

CONTEXT MODELS; KEY FRAMES; LANDMARK DETECTION; LEARNING-BASED OBJECT DETECTION; PERFUSION MRI;

DIAGNOSIS; HEART; IMAGING SYSTEMS; MEDICAL IMAGING; OBJECT RECOGNITION; RESONANCE;

MAGNETIC RESONANCE IMAGING;

EID: 79957996924     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.878529     Document Type: Conference Paper

References (9)

1. Jerosch-Herold, M., Muehling, O., and Wilke, N., "MRI of myocardial perfusion," Seminars in Ultrasound, CT, and MRI 27(1), 2-10 (2006).
2. Gerber, B., Raman, S., Nayak, K., Epstein, F., Ferreira, P., Axel, L., and Kraitchman, D., "Myocardial first-pass perfusion cardiovascular magnetic resonance: history, theory, and current state of the art," Journal of Cardiovascular Magnetic Resonance 10, 1-18 (2008).
3. Cerqueira, M., Weissman, N., Dilsizian, V., Jacobs, A., Kaul, S., Laskey, W., Pennell, D., Rumberger, J., Ryan, T., and Verani, M., "Standardized myocardial segmentation and nomenclature for tomographic imaging of the heart," Circulation , 105-539 (2002).
4. Xue, H., Zuehlsdorff, S., Kellman, P., Arai, A., Nielles-Vallespin, S., Chefdhotel, C., Lorenz, C. H., and Guehring, J., "Unsupervised inline analysis of cardiac perfusion MRI," in [Proc. MICCAI], 741-749 (2009).
5. Chefd'hotel, C., Hermosillo, G., and Faugeras, O., "Flows of diffeomorphisms for multimodal image registration," in [Proc. IEEE ISBI], 753-756 (2002).
6. Viola, P. and Jones, M. J., "Robust real-time face detection," International Journal of Computer Vision 57(2), 137-154 (2004).
7. Zheng, Y., Barbu, A., Georgescu, B., Scheuering, M., and Comaniciu, D., "Fast automatic heart chamber segmentation from 3D CT data using marginal space learning and steerable features," in [Proc. ICCV], (2007).
8. Tu, Z., "Probabilistic boosting-tree: Learning discriminative models for classification, recognition, and clustering," in [Proc. ICCV], 1589-1596 (2005).
9. Jolly, M.-P., Xue, H., Lu, X., Guetter, C., Kellman, P., Hsu, L.-Y., Arai, A. E., Zuehlsdorff, S., and Guehring, J., "Automatic per-segment analysis of myocardial perfusion MRI," in [SCMR/Euro CMR Joint Scientific Sessions], (2011).