Fully automated deep learning system for osteoporosis screening using chest computed tomography images.
Shigeng WangXiaoyu TongQiye ChengQingzhu XiaoJingjing CuiJianying LiYijun LiuXin FangPublished in: Quantitative imaging in medicine and surgery (2024)
The state-of-the-art DL framework model offers an effective and efficient approach for opportunistic osteoporosis screening using chest CT, without incurring additional costs or radiation exposure.
Keyphrases
- deep learning
- computed tomography
- postmenopausal women
- convolutional neural network
- bone mineral density
- dual energy
- positron emission tomography
- artificial intelligence
- machine learning
- image quality
- contrast enhanced
- magnetic resonance imaging
- high throughput
- optical coherence tomography
- magnetic resonance
- single cell
- pet ct