Automated Vertebral Segmentation and Measurement of Vertebral Compression Ratio Based on Deep Learning in X-Ray Images.
Dong Hyun KimJin Gyo JeongYoung Jae KimKwang Gi KimJi Young JeonPublished in: J. Digit. Imaging (2021)
Keyphrases
- x ray images
- deep learning
- compression ratio
- medical images
- magnetic resonance
- fracture detection
- x ray
- compression algorithm
- image compression
- image quality
- ct and mr images
- segmentation algorithm
- level set
- image segmentation
- unsupervised learning
- weakly supervised
- mr images
- deformable models
- single view
- mental models
- machine learning
- energy function
- segmentation method
- ct images
- active contours
- multi view
- multiple images
- image data
- high resolution
- high quality