Comparative studies of deep learning segmentation models for left ventricle segmentation

• Main Authors: Muhammad Ali Shoaib (Author), Khin Wee Lai (Author), Joon Huang Chuah (Author), Yan Chai Hum (Author), Raza Ali (Author), Samiappan Dhanalakshmi (Author), Huanhuan Wang (Author), Xiang Wu (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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...