Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Dina Abdelrauof"'
Publikováno v:
Cardiovascular Engineering and Technology. 13:393-406
Heart segmentation in cardiac magnetic resonance images is heavily used during the assessment of left ventricle global function. Automation of the segmentation is crucial to standardize the analysis. This study aims at developing a CNN-based framewor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::35cc4325aedd31d748c7039de7502103
https://doi.org/10.1007/s13239-021-00591-2
https://doi.org/10.1007/s13239-021-00591-2
Publikováno v:
Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges ISBN: 9783030681067
M&Ms and EMIDEC/STACOM@MICCAI
M&Ms and EMIDEC/STACOM@MICCAI
Heart segmentation in Cardiac MRI images is a fundamental step to quantify myocardium global function. In this paper, we introduce a pipeline for heart localization and segmentation that is fast and robust even in the apical slices that have small my
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::73cec91817e6fda143a8990eaa6afa1f
https://doi.org/10.1007/978-3-030-68107-4_26
https://doi.org/10.1007/978-3-030-68107-4_26
Publikováno v:
Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices ISBN: 9783030557881
IEA/AIE
IEA/AIE
Left ventricle (LV) segmentation is crucial to assess left ventricle global function. U-Net; a Convolutional Neural Network (CNN); boosted the performance of many biomedical image segmentation tasks. In LV segmentation, U-Net suffered from accurately
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::72f30ddeed04115bd3bf48958f79d360
https://doi.org/10.1007/978-3-030-55789-8_41
https://doi.org/10.1007/978-3-030-55789-8_41
Publikováno v:
2019 Novel Intelligent and Leading Emerging Sciences Conference (NILES).
Automatic localization of the left ventricle (LV) is an important preprocessing step in any further analysis or quantification of LV function. Also, LV localization is usually done manually by MRI operator to plan Cardiac Magnetic Resonance Imaging (
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7ef3f3981d5fa5b1c3f64e1038296758
https://doi.org/10.1109/niles.2019.8909320
https://doi.org/10.1109/niles.2019.8909320