Shape-based similarity retrieval of Doppler images for clinical decision support

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2010, Pages 855-862

  Syeda Mahmood, T ^a   Turaga, P ^b   Beymer, D ^a   Wang, F ^a   Amir, A ^a   Greenspan, H ^a   Pohl, K ^a  

^a IBM ALMADEN RESEARCH CENTER   (United States)

^b UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATED INTERPRETATION; CLINICAL DECISION SUPPORT; DECISION SUPPORTS; DOPPLER IMAGES; DOPPLER IMAGING; INTEGRAL PART; LARGE DATABASE; NON-RIGID; SHAPE BASED; SHAPE PATTERNS; SHAPE SIMILARITY; SIMILARITY RETRIEVAL;

COMPUTER VISION; DECISION SUPPORT SYSTEMS; IMAGE RECORDING;

DOPPLER EFFECT;

EID: 77956005446     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2010.5540126     Document Type: Conference Paper

References (15)

1. ICD-9 Diagnosis Codes. http://icd9data.com/.
2. ImageCLEF. http://www.imageclef.org/.
3. R. Barea, L. Boquete, M. Mazo, E. Lopez, O. Garcia, E. Milan, and R. B. Navarro. Automatic Measurement of Blood Flow using Artificial Vision. IEEE International Conference on Devices, Circuits and Systems, 1998.
4. E. G. Caiani, V. Magagnin, C. Champlon, L. Delfino, M. Llambro, and M. Turiel. Quantification of coronary flow velocity reserve by means of semi-automated analysis of coronary flow Doppler Images. Proc. EMBC, 2004.
5. J. G. Dy, C. E. Brodley, A. Kak, L. S. Broderick, and A. M. Aisen. Unsupervised Feature Selection Applied to Content-Based Retrieval of Lung Images. IEEE Trans. PAMI, 25(3):373-378, 2003.
6. H. Feigenbaum, W. F. Armstrong, and T. Ryan. Echocardiography, Sixth Edition. LippincottWilliams &Wilkins, 2005.
7. J. J. JinHyeong Park, S. Kevin Zhou and D. Comaniciu. Automatic Mitral Valve Inflow Measurements from Doppler Echocardiography. Proc. MICCAI, pages 983-990, 2008.
8. Y. Liu and F. Dellaert. Classification driven medical image retrieval. In Proc. of the IU Workshop, 1998.
9. V. Magagnin, E. G. Caiani, L. Delfino, C. Champlon, S. Cerutti, and M. Turiel. Semi-Automated Analysis of Coronary Flow Doppler Images: Validation with Manual Tracings. Proc. EMBC, 2006.
10. H. Mller, N. Michoux, D. Bandon, and A. Geissbuhler. A review of content-based image retrieval systems in medical applications-clinical benefits and future directions. Intl. J. of Medical Informatics, 73(1):1-23, 2004.
11. S. Nudelman, A. L. Manson, A. F. Hall, and S. J. Kovacs Jr. Comparison of Diastolic Filling Models and Their Fit to Transmitral Doppler Contours. Ultrasound in Medicine and Biology, 21(8):989-999, 1995.
12. N. Otsu. A threshold selection method from gray-scale histogram. IEEE Trans. Syst., Man, Cybern., 9(1):62-66, 1979.
13. O. Shechner, M. Sheinovitz, M. Feinberg, and H. Greenspan. Image Analysis of Doppler Echocardiography for patients with Atrial Fibrillation. ISBI, 2004.
14. H. D. Tagare, C. C. Jaffe, and J. Duncan. Medical Image Databases: A Content-based Retrieval Approach. J. of the American Medical Informatics Assoc., 4:184-198, 1997.
15. J. Tschirren, R. M. Lauer, and M. Sonka. Automated Analysis of Doppler Ultrasound Velocity Flow Diagrams. IEEE Trans. on Medical Imaging, 20(12):1422-1425, 2001.