Improving Needle Tip Tracking and Detection in Ultrasound-Based Navigation System Using Deep Learning-Enabled Approach.
Hui CheJiaxin QinYao ChenZihan JiYibo YanJing YangQi WangChaofeng LiangJian WuPublished in: IEEE J. Biomed. Health Informatics (2024)
Keyphrases
- deep learning
- machine learning
- unsupervised feature learning
- unsupervised learning
- ultrasound guided
- fiducial markers
- object detection
- particle filter
- partial occlusion
- visual tracking
- object recognition
- semi supervised
- mental models
- appearance model
- deep architectures
- bounding box
- lighting conditions
- object tracking
- higher order
- probabilistic model
- multiscale
- computer vision