Comparative studies of deep learning segmentation models for left ventricle segmentation

Comparative studies of deep learning segmentation models for left ventricle segmentation

One of the primary factors contributing to death across all age groups is cardiovascular disease. In the analysis of heart function, analyzing the left ventricle (LV) from 2D echocardiographic images is a common medical procedure for heart patients. Consistent and accurate segmentation of the LV exe...

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Bibliografske podrobnosti
Main Authors: Muhammad Ali Shoaib, Khin Wee Lai, Joon Huang Chuah, Yan Chai Hum, Raza Ali, Samiappan Dhanalakshmi, Huanhuan Wang, Xiang Wu
Format: Article
Jezik:English
Izdano: Frontiers Media S.A. 2022-08-01
Serija:Frontiers in Public Health
Teme:
Convolutional Neural Network (CNN)
segmentation
image processing
deep learning
left ventricle (LV)
echocardiography
Online dostop:https://www.frontiersin.org/articles/10.3389/fpubh.2022.981019/full

Internet

https://www.frontiersin.org/articles/10.3389/fpubh.2022.981019/full

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