Abstract
A decade ago, cardiovascular image analysis very much meant the application of image analysis methods to a cardiac image sequence obtained from a friendly cardiologist. 10 years on, have things changed? In this short paper, I overview research conducted in Oxford in the area of cardiovascular image analysis over this period, aimed at developing clinically useful methods for diagnosing heart disease. This has mainly concerned echocardiography (ultrasound imaging of the heart). I also consider how this area may develop in the future and the influence that computer vision may have on this development.
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American Heart Association, Heart disease and stroke statistics – 2005 update (2005)
British Heart Foundation and European Heart Network, European cardiovascular disease statistics, 2005 ed. (2005)
Jacob, G., Noble, J.A., Blake, A.: Robust contour tracking in echocardiographic sequences. In: 1998 International Conference on Computer Vision, Bombay, India, January 1998, pp. 408–413 (1998)
Jacob, G., Noble, J.A., Behrenbruch, C., Kelion, A.D., Banning, A.P.: A shape-space based approach to tracking myocardial thickening and quantifying regional left ventricular function. IEEE Trans. Medical Imaging 21(3), 226–238 (2002)
Mulet-Parada, M., Noble, J.A.: 2D+T boundary detection in echocardiography. Med.Image Anal. 4(1), 21–30 (2000)
Bermejo, J., Mulet-Parada, M., Moreyra, C., Feldmar, J., Noble, J.A., et al.: Endocardial tracking of acoustic quantification and contrast power-Doppler echocardiographic images: clinical validation against cine-MRI and manual segmentation. Circulation 100 (Suppl I), I-445 - I-446 (1999)
Becher, H., Burns, P.N.: A handbook of contrast echocardiography. Springer, Heidelberg (2000)
Williams, Q., Noble, J.A.: A spatio-temporal analysis of contrast ultrasound image sequences for assessment of tissue perfusion. In: Barillot, C., Haynor, D.R., Hellier, P. (eds.) MICCAI 2004. LNCS, vol. 3217, pp. 899–906. Springer, Heidelberg (2004)
Williams, Q., Noble, J.A., Ehlgen, A., Becher, H.: Tissue perfusion diagnostic classification using a spatio-temporal analysis of contrast ultrasound image sequences. In: Christensen, G.E., Sonka, M. (eds.) IPMI 2005. LNCS, vol. 3565, pp. 222–233. Springer, Heidelberg (2005)
Sanchez-Ortiz, G.I., Wright, G.J.T., Clarke, N., Declerck, J., Banning, A., Noble, J.A.: Automated 3D echocardiography compared to manual delineations and MUGA. IEEE Trans Med. Imag. 21(9), 1069–1076 (2002)
Ye, X., Atkinson, D., Noble, J.A.: 3D freehand echocardiography for automatic LV reconstruction and analysis based on multiple acoustic windows. IEEE Trans Medical Imaging 21(9), 1051–1058 (2002)
Grau, V., Noble, J.A.: Multiscale ultrasound compounding using phase information. In: Duncan, J.S., Gerig, G. (eds.) MICCAI 2005. LNCS, vol. 3749. Springer, Heidelberg (2005) (to appear)
Zhang, W., Noble, J.A. (submitted for publication, 2005)
Hunter, P.J., Pullan, A.J., Smaill, B.H.: Modelling total heart function. Annual Review of Biomedical Engineering 5, 147–177 (2003)
Sermesant, M., Coudiere, Y., Delingette, H., Ayache, N., et al.: Progress towards an electro-mechanical model of the heart for cardiac image analysis. In: IEEE International Symposium on Biomedical Imaging, pp. 10–14 (2002)
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Noble, J.A. (2005). Cardiology Meets Image Analysis: Just an Application or Can Image Analysis Usefully Impact Cardiology Practice?. In: Liu, Y., Jiang, T., Zhang, C. (eds) Computer Vision for Biomedical Image Applications. CVBIA 2005. Lecture Notes in Computer Science, vol 3765. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11569541_5
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DOI: https://doi.org/10.1007/11569541_5
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-29411-5
Online ISBN: 978-3-540-32125-5
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