Brachial Plexus Nerve Trunk Recognition From Ultrasound Images: A Comparative Study of Deep Learning Models.
Dingcheng TianBinbin ZhuJianlin WangLingsi KongBin GaoYu WangDechao XuRuyi ZhangYudong YaoPublished in: IEEE Access (2022)
Keyphrases
- ultrasound images
- learning models
- speckle noise
- learning algorithm
- machine learning
- learning tasks
- medical ultrasound
- learning problems
- loss function
- classification models
- object recognition
- conditional random fields
- machine learning algorithms
- semi supervised learning
- pattern recognition
- ultrasound imaging
- active contour segmentation
- patient specific
- data sets
- edge detection
- feature extraction
- unsupervised learning
- speckle reduction