Detecting regional abnormal cardiac contraction in short-axis MR images using Independent Component Analysis

Lecture Notes in Computer Science

Volumn 3216, Issue PART 1, 2004, Pages 737-744

  Suinesiaputra, A ^a   Uzumcu M ^a   Frangi, A F ^b   Kaandorp, T A M ^a   Reiber, J H C ^a   Lelieveldt, B P F ^a  

^a LEIDEN UNIVERSITY MEDICAL CENTER   (Netherlands)

^b UNIVERSITY OF ZARAGOZA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ANALYSIS; INDEPENDENT COMPONENT ANALYSIS; MAGNETIC RESONANCE IMAGING; MATHEMATICAL MODELS; MEDICAL PROBLEMS; PATIENT MONITORING; STATISTICAL METHODS; HEART; MOTION ESTIMATION;

CARDIAC CONTRACTION; INJURIES; MOTION ANALYSIS; MYOCARDIAL DISEASES; AUTOMATIC DETECTION; DETECTION AND LOCALIZATION; HEALTHY VOLUNTEERS; INDEPENDENT COMPONENT ANALYSIS(ICA); MYOCARDIAL CONTRACTILITY; MYOCARDIAL MOTION ANALYSIS; QUALITATIVE EVALUATIONS;

CARDIOLOGY; MEDICAL IMAGING;

EID: 20344398239     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-30135-6_90     Document Type: Conference Paper

References (9)

1. Kim, R., Wu, E., Rafael, A., et. al.: The Use of Contrast-Enhanced Magnetic Resonance Imaging to Identify Reversible Myocardial Dysfunction. New England Journal of Medicine 343 (2000) 1445-1454
2. Hoyer, P.O., Hyvärinen, A.: Independent Component Analysis Applied to Feature Extraction from Colour and Stereo Images. Network: Computation in Neural System 11 (2000) 191-210
3. Bartlett, M.S., Movellan, J.R., Sejnowski, T.J.: Face Recognition by Independent Component Analysis. IEEE Trans. on Neural Networks 13 (2002) 1450-1464
4. Üzümcü, M., Frangi, A.F., Reiber, J.H., Lelieveldt, B.P.: Independent Component Analysis in Statistical Shape Models. In Sonka, M., Fitzpatrick, J.M., eds.: Proc. of SPIE. Volume 5032. (2003) 375-383
5. Hyvärinen, A.: Survey on Independent Component Analysis. Neural Computing Surveys 2 (1999) 94-128
6. Dryden, I.L., Mardia, K.V.: Statistical Shape Analysis. John Wiley & Sons (2002)
7. Nadal, J.P., Korutcheva, E., Aires, F.: Blind Source Separation in the Presence of Weak Sources. Neural Network 13 (2000) 589-596
8. Hyvärinen, A., J.Särelä, Vígario, R.: Bumps and Spikes: Artifacts Generated by Independent Component Analysis with Insufficient Sample Size. In: Proc. Int. Workshop on ICA and BSS. (1999) 425-249
9. Cardoso, J., Souloumiac, A.: Blind Beamforming for Non Gaussian Signals. IEEE Proceedings-F 140 (1993) 362-370