Segmentation-Based vs. Regression-Based Biomarker Estimation: A Case Study of Fetus Head Circumference Assessment from Ultrasound Images.
Jing ZhangCaroline PetitjeanSamia AinouzPublished in: J. Imaging (2022)
Keyphrases
- ultrasound images
- medical ultrasound
- echocardiographic images
- ultrasound imaging
- active contour segmentation
- carotid artery
- speckle noise
- edge detection
- ultrasound image segmentation
- speckle reduction
- image segmentation
- level set
- region growing
- segmentation algorithm
- image analysis
- segmentation method
- image processing
- fully automatic
- deformable models
- image restoration
- multiresolution
- multiscale