A comparative study on fetal head circumference measurement from ultrasound images using deep learning models.
Yu WangYudong YaoPublished in: RICAI (2022)
Keyphrases
- ultrasound images
- learning models
- machine learning
- speckle noise
- learning tasks
- learning algorithm
- loss function
- classification models
- machine learning algorithms
- semi supervised learning
- medical ultrasound
- learning problems
- edge detection
- conditional random fields
- speckle reduction
- ultrasound imaging
- active contour segmentation
- generative model
- supervised learning
- training data
- carotid artery