Computer-aided diagnosis via model-based shape analysis: Automated classification of wall motion abnormalities in echocardiograms

Academic Radiology

Volumn 12, Issue 3, 2005, Pages 358-367

  Bosch, Johan G ^a   Nijland, Francisca ^c   Mitchell, Steven C ^b   Lelieveldt, Boudewijn P F ^a   Kamp, Otto ^c   Reiber, Johan H C ^a   Sonka, Milan ^b  

^a LEIDEN UNIVERSITY MEDICAL CENTER   (Netherlands)

^b UNIVERSITY OF IOWA   (United States)

^c VU UNIVERSITY MEDICAL CENTER   (Netherlands)

Author keywords

Active appearance models; Cardiac ultrasound; Computer aided diagnosis; Principal component analysis; Shape sequence analysis

Indexed keywords

ACCURACY; ARTICLE; AUTOMATION; COMPARATIVE STUDY; COMPUTER ASSISTED DIAGNOSIS; CORRELATION ANALYSIS; ECHOCARDIOGRAPHY; ENDOCARDIUM; HEART CONTRACTION; HEART INFARCTION; HUMAN; LINEAR REGRESSION ANALYSIS; MAJOR CLINICAL STUDY; PARAMETER; PATHOLOGY; PREDICTION; PRIORITY JOURNAL; STATISTICAL ANALYSIS; STRESS; TRAINING; VOLUMETRY;

EID: 14844351902     PISSN: 10766332     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.acra.2004.11.025     Document Type: Article

References (21)

1. T.H. Marwick Stress echocardiography its role in the diagnosis and evaluation of coronary artery disease 2nd ed. 2003 Kluwer Dordrecht, The Netherlands
2. R. Hoffman, H. Lethen, T.H. Marwick Analysis of interinstitutional observer agreement in interpretation of dobutamine stress echocardiograms J Am Coll Cardiol 27 1996 330 336
3. P.A. Assman, C.J. Slager, S.G. van der Borden, J.G. Tijssen, J.A. Oomen, J.R. Roelandt Comparison of models for quantitative left ventricular wall motion analysis from two-dimensional echocardiograms during acute myocardial infarction Am J Cardiol 71 1993 1262 1269
4. S.J. Fry, P. Hunziker, H. Bosch Automated echocardiographic confirmation of regional wall motion abnormalities quantitation of continuous LV volume J Am Coll Cardiol 31 Suppl A 1998 56A [Abstract]
5. P. Hunziker, D. Yuan, L. Schöb Objective and quantitative stress echo analysis to diagnose coronary disease using model-based image processing [Abstract] J Am Coll Cardiol 35 Suppl A 2000 431A
6. P. Cain, L. Short, T. Baglin Development of a fully quantitative approach to the interpretation of stress echo-cardiography using radial and longitudinal myocardial velocities J Am Soc Echocardiogr 15 2002 759 767
7. J.G. Bosch, L.H. Savalle, G. van Burken Evaluation of a semiautomatic contour detection approach in sequences of short-axis two-dimensional echocardiographic images J Am Soc Echocardiogr 8 1995 810 821
8. J.G. Bosch, G. van Burken Overview of automated quantitation techniques in 2D echocardiography J. Reiber E.V.D. Wall What's new in cardiovascular imaging 1998 Kluwer Dordrecht, Germany 363 376
9. T.F. Cootes, G.J. Edwards, C.J. Taylor Active appearance models H. Burkhardt B. Neumann European Conference Computer Vision 1998 Springer Berlin 484 498
10. T.F. Cootes, C.J. Taylor Statistical models of appearance for medical image analysis and computer vision M. Sonka K.M. Hanson Medical imaging 2001 image processing, Proc SPIE 4322 2001 236 248
11. T.F. Cootes, A. Hill, C.J. Taylor Use of active shape models for locating structures in medical images Image Vision Comp 12 1994 355 366
12. H.G. Bosch, S.C. Mitchell, B.P.F. Lelieveldt Active appearance motion models for endocardial contour detection in time sequences of echocardiograms M. Sonka K.M. Hanson Medical imaging 2001: image processing. Proc SPIE 4322 2001 257 268
13. J.G. Bosch, S.C. Mitchell, B.P.F. Lelieveldt Automatic segmentation of echocardiographic sequences by active appearance motion models IEEE Trans Med Imaging 21 2002 1374 1383
14. J.G. Bosch, S.C. Mitchell, B.P.F. Lelieveldt Fully automated endocardial contour detection in time sequences of echocardiograms by three-dimensional active appearance models M. Sonka J.M. Fitzpatrick Medical imaging 2002: image processing. Proc SPIE 4684 2002 452 462
15. S.C. Mitchell, J.G. Bosch, B.P.F. Lelieveldt 3-D active appearance models segmentation of cardiac MR and ultrasound images IEEE Trans Med Imaging 21 2002 1167 1178
16. J.G. Bosch, F. Nijland, S.C. Mitchell Automated classification of wall motion abnormalities by principal component analysis of endocardial shape motion patterns in echocardiograms M. Sonka J.M. Fitzpatrick Medical imaging 2003: image processing. Proc SPIE 5032 2003 38 49
17. M. Sonka, J.G. Bosch, B.P.F. Lelieveldt Computer-aided diagnosis via model-based shape analysis cardiac MR and echo H.U. Lemke M.W. Vannier K. Inamura Computer aided radiology and surgery 2003 Elsevier 1013 1018
18. F. Nijland, O. Kamp, P.M.J. Verhorst Myocardial viability impact on left ventricular dilatation after acute myocardial infarction Heart 87 2002 17 22
19. S.C. Mitchell, B.P.F. Lelieveldt, R.J. van der Geest, H.G. Bosch, J.H.C. Reiber, M. Sonka Multistage hybrid active appearance model matching segmentation of left and right ventricles in cardiac MR images IEEE Trans Med Imaging 20 2001 415 423
20. A. Heimdal, A. Stoylen, H. Torp Real-time strain rate imaging of the left ventricle by ultrasound J Am Soc Echocardiogr 11 1998 1013 1019
21. G. Armstrong, A. Pasquet, K. Fukamachi Use of peak systolic strain as an index of regional left ventricular function comparison with tissue Doppler velocity during dobutamine stress and myocardial ischemia J Am Soc Echocardiogr 13 2000 731 737