Research Article
Automatic Segmentation of Left Ventricle in Echocardiography Based on YOLOv3 Model to Achieve Constraint and Positioning
Table 3
Comparison of endocardial segmentation results by different methods.
| | Methods | Training set size (frame) | Computation speed (fps) | Dice (%) | MAD (mm) | HD (mm) |
| | Hansson et al. [33] | 0 | 0.3 | — | | — | | Qin et al. [34] | 450 | 0.01 | | | | | Carneiro and Nascimento [35] | 496 | 0.2 | — | | — | | The method without constraints | 252 | 1.5–1.8 | | | | | Proposed method | 252 | 2.1–2.25 | | | |
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