Deep Learning-Based Automatic Endometrium Segmentation and Thickness Measurement for 2D Transvaginal Ultrasound.
Szu-Yeu HuHong XuQian LiBrian A. TelferLaura J. BrattainAnthony E. SamirPublished in: EMBC (2019)
Keyphrases
- deep learning
- unsupervised learning
- segmentation algorithm
- medical images
- machine learning
- ultrasound images
- segmentation method
- carotid artery
- weakly supervised
- level set
- image segmentation
- multiscale
- unsupervised feature learning
- deep architectures
- image processing
- domain specific
- shape prior
- co occurrence
- object segmentation
- text mining
- computer vision
- data mining
- expectation maximization
- natural images
- dimensionality reduction
- energy function
- higher order
- superpixels
- pairwise