Localization and Edge-Based Segmentation of Lumbar Spine Vertebrae to Identify the Deformities Using Deep Learning Models.
Malaika MushtaqMuhammad Usman AkramNorah Saleh AlghamdiJoddat FatimaRao Farhat MasoodPublished in: Sensors (2022)
Keyphrases
- learning models
- statistical shape model
- learning algorithm
- lumbar spine
- computer assisted
- loss function
- machine learning
- semi supervised learning
- medical imaging
- medical images
- x ray images
- image segmentation
- conditional random fields
- segmentation method
- level set
- learning tasks
- segmentation algorithm
- machine learning algorithms
- classification models
- learning problems
- image analysis
- computer tomography
- information extraction
- shape prior
- shape model
- support vector
- training data
- active shape model
- computer vision
- active contours