Literature DB >> 19162633

Left ventricle segmentation in echocardiography using a radial-search-based image processing algorithm.

Saulo Guerreiro Lacerda1, Adson F da Rocha, Daniel F Vasconcelos, Joao L A de Carvalho, Iwens G Sene, Juliana F Camapum.   

Abstract

A new left ventricle segmentation method in two-dimensional echocardiography images is proposed. Image processing techniques combined with radial search and temporal information are used to extract the left ventricle boundary. Borders from sequential images are extracted using the proposed method, and a curve illustrating the area variation within a cardiac cycle is presented. Performance evaluation is performed by comparing the borders obtained from the presented method to those manually prescribed by a medical specialist. The new sequential radial search algorithm improved the border extraction from long-axis ultrasound images, specially the ones where the mitral valve was open. Segmentation errors due to low contrast were corrected.

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Year:  2008        PMID: 19162633     DOI: 10.1109/IEMBS.2008.4649130

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  4 in total

Review 1.  Harnessing Machine Intelligence in Automatic Echocardiogram Analysis: Current Status, Limitations, and Future Directions.

Authors:  Ghada Zamzmi; Li-Yueh Hsu; Wen Li; Vandana Sachdev; Sameer Antani
Journal:  IEEE Rev Biomed Eng       Date:  2021-01-22

2.  A Hybrid Method for Endocardial Contour Extraction of Right Ventricle in 4-Slices from 3D Echocardiography Dataset.

Authors:  Faten A Dawood; Rahmita W Rahmat; Suhaini B Kadiman; Lili N Abdullah; Mohd D Zamrin
Journal:  Adv Bioinformatics       Date:  2014-10-12

3.  Real-time echocardiography image analysis and quantification of cardiac indices.

Authors:  Ghada Zamzmi; Sivaramakrishnan Rajaraman; Li-Yueh Hsu; Vandana Sachdev; Sameer Antani
Journal:  Med Image Anal       Date:  2022-06-09       Impact factor: 13.828

4.  Semi-automatic algorithm for construction of the left ventricular area variation curve over a complete cardiac cycle.

Authors:  Salvador A Melo; Bruno Macchiavello; Marcelino M Andrade; João L A Carvalho; Hervaldo S Carvalho; Daniel F Vasconcelos; Pedro A Berger; Adson F da Rocha; Francisco A O Nascimento
Journal:  Biomed Eng Online       Date:  2010-01-15       Impact factor: 2.819

  4 in total

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