Automated Deep-learning-based Vertebral Body Localization and Instance Segmentation for Osteoporosis Assessment using CT.
Nicolai R. KrekiehnEren Bora YilmazHannes C. KruseCarsten MeyerClaus-Christian GlüerPublished in: Bildverarbeitung für die Medizin (2023)
Keyphrases
- deep learning
- medical images
- medical imaging
- machine learning
- unsupervised learning
- image segmentation
- segmentation algorithm
- segmentation method
- unsupervised feature learning
- ct images
- level set
- deep architectures
- graph cuts
- energy function
- d objects
- weakly supervised
- multiscale
- computer vision
- markov random field
- image regions
- feature space
- object segmentation
- mental models