Bone and bone marrow segmentation from hip 3T magnetic resonance imaging by using local salient anatomy structure to guide deep learning-based object localization and delineation.
Yubing TongZihan HuangJayaram K. UdupaLeihui TongBrandon C. JonesGregory ChangDrew A. TorigianChamith S. RajapaksePublished in: Medical Imaging: Image-Guided Procedures (2022)
Keyphrases
- magnetic resonance imaging
- medical images
- deep learning
- object localization
- medical imaging
- weakly supervised
- segmentation algorithm
- segmentation method
- object detection
- deformable models
- bounding box
- machine learning
- three dimensional
- data sets
- image registration
- region of interest
- shape prior
- multiple objects
- supervised learning
- unsupervised learning
- visual tracking
- multi class
- image segmentation