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2019 | OriginalPaper | Buchkapitel

Assessment of the Similarity Between Vectorcardiogram Curves of Both Methods Frank Standard and Kors Regression Matrix Using Digital Image Processing

verfasst von : Ittalo S. Silva, Cecília M. Costa, Rafael D. de Sousa, Renato A. Hortegal, Carlos Danilo M. Regis

Erschienen in: XXVI Brazilian Congress on Biomedical Engineering

Verlag: Springer Singapore

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Abstract

The vectorcardiogram (VCG) is an useful method for automatic prognosis and diagnosis in different medical scenarios. However, its method of acquisition presents some disadvantages related to complexity of the standard system proposed by Ernest Frank. For this reason, Jan A. Kors proposed a method of reconstructing the VCG from the usual ECG leads. This paper studied the validation of the Kors’s technique by comparing the VCG plotted-by-plane images using two metrics of image processing. The group of healthy subjects presented the best results with mean PSNR of 18.137 dB and mean SSIM of 90.5% for VCG XY plane images.

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Literatur
1.
Zurück zum Zitat Maheshwari, S., Acharyya, A., Schiariti, M., Puddu, P.E.: Frank vectorcardiographic system from standard 12 lead ECG: an effort to enhance cardiovascular diagnosis. J. Electrocardiol. 49, 231–242 (2016) (Elsevier) Maheshwari, S., Acharyya, A., Schiariti, M., Puddu, P.E.: Frank vectorcardiographic system from standard 12 lead ECG: an effort to enhance cardiovascular diagnosis. J. Electrocardiol. 49, 231–242 (2016) (Elsevier)
2.
Zurück zum Zitat Frank, E.: An accurate, clinically practical system for spatial vectorcardiography. Circulation 13(5), 737–749 (1956) (American Heart Association) Frank, E.: An accurate, clinically practical system for spatial vectorcardiography. Circulation 13(5), 737–749 (1956) (American Heart Association)
3.
Zurück zum Zitat Kors, J.A., Van Herpen, G., Sittig, A.C., Van Bemmel, J.H.: Reconstruction of the Frank vectorcardiogram from standard electrocardiographic leads: diagnostic comparison of different methods. Eur. Heart J. 12, 1083–1092 (1990)CrossRef Kors, J.A., Van Herpen, G., Sittig, A.C., Van Bemmel, J.H.: Reconstruction of the Frank vectorcardiogram from standard electrocardiographic leads: diagnostic comparison of different methods. Eur. Heart J. 12, 1083–1092 (1990)CrossRef
4.
Zurück zum Zitat Cortez, D., Sharma, N., Devers, C., Devers, E., Schlegel, T.T.: Visual transform applications for estimating the spatial QRS–T angle from the conventional 12-lead ECG: Kors is still most Frank. J. Electrocardiol. 47, 12–19 (2014) (Elsevier) Cortez, D., Sharma, N., Devers, C., Devers, E., Schlegel, T.T.: Visual transform applications for estimating the spatial QRS–T angle from the conventional 12-lead ECG: Kors is still most Frank. J. Electrocardiol. 47, 12–19 (2014) (Elsevier)
5.
Zurück zum Zitat Yang, H., Bukkapatnam, S.T.S., Komanduri, R.: Spatiotemporal representation of cardiac vectorcardiogram (VCG) signals. Biomed. Eng. Online 11 (2012) (BioMed Central) Yang, H., Bukkapatnam, S.T.S., Komanduri, R.: Spatiotemporal representation of cardiac vectorcardiogram (VCG) signals. Biomed. Eng. Online 11 (2012) (BioMed Central)
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Zurück zum Zitat Goldberger, A.L., Amaral, L.A.N., Glass, L., Hausdorff, J.M., Ivanov, P.Ch., Mark, R.G., Mietus, J.E., Moody, G.B., Peng, C.-K., Stanley, H.E.: PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals. Circulation 101(23), e215–e220 Goldberger, A.L., Amaral, L.A.N., Glass, L., Hausdorff, J.M., Ivanov, P.Ch., Mark, R.G., Mietus, J.E., Moody, G.B., Peng, C.-K., Stanley, H.E.: PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals. Circulation 101(23), e215–e220
7.
Zurück zum Zitat Horé, A., Ziou, D.: Image quality metrics: PSNR vs. SSIM. In: International Conference on Pattern Recognition, pp. 2366–2369. IEEE (2010) Horé, A., Ziou, D.: Image quality metrics: PSNR vs. SSIM. In: International Conference on Pattern Recognition, pp. 2366–2369. IEEE (2010)
8.
Zurück zum Zitat Cortez, D.L., Schlegel, T.T.: When deriving the spatial QRS-T angle from the 12-lead electrocardiogram, which transform is more Frank: regression or inverse dower? J. Electrocardiol. 43, 302–309 (2010) (Elsevier) Cortez, D.L., Schlegel, T.T.: When deriving the spatial QRS-T angle from the 12-lead electrocardiogram, which transform is more Frank: regression or inverse dower? J. Electrocardiol. 43, 302–309 (2010) (Elsevier)
Metadaten
Titel
Assessment of the Similarity Between Vectorcardiogram Curves of Both Methods Frank Standard and Kors Regression Matrix Using Digital Image Processing
verfasst von
Ittalo S. Silva
Cecília M. Costa
Rafael D. de Sousa
Renato A. Hortegal
Carlos Danilo M. Regis
Copyright-Jahr
2019
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-13-2517-5_10

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