Semi-supervised Learning for Bone Mineral Density Estimation in Hip X-Ray Images.
Kang ZhengYirui WangXiao-Yun ZhouFakai WangLe LuChihung LinLingyun HuangGuotong XieJing XiaoChang-Fu KuoShun MiaoPublished in: MICCAI (5) (2021)
Keyphrases
- x ray images
- density estimation
- semi supervised learning
- x ray
- medical images
- semi supervised
- unlabeled data
- mixture model
- labeled data
- unsupervised learning
- probability density function
- supervised learning
- active learning
- machine learning
- single view
- outlier detection
- gaussian mixture model
- fracture detection
- training data
- em algorithm
- generative model
- multi view
- image processing
- labeled and unlabeled data
- high dimensional
- multiple instance learning
- reproducing kernel hilbert space
- dual energy
- computer vision