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  2. Keyword: Image Processing, Computer-Assisted
Figure 1
ABCIC
Original Article

Automatic Measurement of the Mitral Valve Based on Echocardiography Using Digital Image Processing

Genilton de França Barros Filho et al. Israel Solha Ewerton Freitas de Medeiros Alex dos Santos Felix … André Luiz Cerqueira de Almeida José Carlos de Lima Júnior Marcelo Dantas Tavares de Melo Marcelo Cavalcanti Rodrigues

Abstract

Background

The evaluation of mitral valve area through multiplanar reconstruction in 3-dimensional echocardiography is restricted to specific software and to the experience of echocardiographers. They need to manually select the video frame that contains the maximum mitral valve opening area, as this dimension is fundamental to identification of mitral stenosis.

Objective

To automate the process of determining the maximum mitral valve opening area, through the application of digital image processing (DIP) in echocardiography tests, developing an open algorithm with video reading in avi format.

Method

This cross-sectional observational pilot study was conducted with 25 different echocardiography exams, 15 with normal aperture and 10 with rheumatic mitral stenosis. With the authorization of the Research Ethics Committee, all exams were performed and made available by 2 specialists who used 2 models of echocardiographic devices: Vivid E95 (GE Healthcare) and Epiq 7 (Philips), with multiplanar transesophageal probes. All videos in avi format were submitted to DIP using the image segmentation technique.

Results

The measurements obtained manually by experienced echocardiographers and the values calculated by the developed system were compared using a Bland-Altman diagram. There was greater agreement between values in the range from 0.4 to 2.7 cm2.

Conclusion

It was possible to automatically determine the maximum mitral valve opening area, for cases from both GE and Philips, using only 1 video as input data. The algorithm has been demonstrated to save time on measurements when compared to the usual method.

  • Echocardiography
  • Image Processing, Computer-Assisted
  • Mitral Valve
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Creative Commons Attribution (CC BY) Creative Commons license
24/03/2023 DOI: 10.36660/abcimg.2023371i Views 1

How to cite this article

EndNote RIS

Electronic Document Format (Vancouver)

Barros Filho GF, Solha I, Medeiros EF, Felix AS, Almeida ALC, Lima Júnior JC, Melo MDT, et al. Automatic Measurement of the Mitral Valve Based on Echocardiography Using Digital Image Processing. Arquivos Brasileiros de Cardiologia Imagem cardiovascular 2023;36(1):e371.

Electronic Document Format (ABNT)

Barros Filho, Genilton de França; Solha, Israel; Medeiros, Ewerton Freitas de; Felix, Alex dos Santos; Almeida, André Luiz Cerqueira de; Lima Júnior, José Carlos de; Melo, Marcelo Dantas Tavares de; Rodrigues, Marcelo Cavalcanti. Automatic Measurement of the Mitral Valve Based on Echocardiography Using Digital Image Processing. Arquivos Brasileiros de Cardiologia Imagem cardiovascular, v. 36, n. 1, e371, Mar. 2023.

Electronic Document Format (APA)

Barros Filho, G. F., Solha, I., Medeiros, E. F. , Felix, A. S., Almeida, A. L. C. , Lima Júnior, J. C. , Melo, M. D. T. , & Rodrigues, M. C. (2023). Automatic Measurement of the Mitral Valve Based on Echocardiography Using Digital Image Processing. Arquivos Brasileiros de Cardiologia Imagem cardiovascular, 36(1), e371.

Electronic Document Format (ISO)

Barros Filho, Genilton de França and Solha, Israel and Medeiros, Ewerton Freitas de and Felix, Alex dos Santos and Almeida, André Luiz Cerqueira de and Lima Júnior, José Carlos de and Melo, Marcelo Dantas Tavares de and Rodrigues, Marcelo Cavalcanti. Automatic Measurement of the Mitral Valve Based on Echocardiography Using Digital Image Processing. Arquivos Brasileiros de Cardiologia Imagem cardiovascular [online]. 2023, vol. 36, n. 1, [cited 2026-10-14], e371. Available from: <https://journals.cardiol.br/en/article/automatic-measurement-of-the-mitral-valve-based-on-echocardiography-using-digital-image-processing/>. ISSN 2318-8219

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