Automated femur segmentation from computed tomography images using a deep neural network.
Pall Asgeir BjornssonBenedikt HelgasonHalldor PálssonSigurður SigurðssonVilmundur GudnasonLotta Maria EllingsenPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Keyphrases
- computed tomography images
- neural network
- automatic segmentation
- segmentation algorithm
- artificial neural networks
- back propagation
- pattern recognition
- level set
- accurate segmentation
- shape prior
- neural network model
- abdominal organs
- patient specific
- recurrent neural networks
- genetic algorithm
- image reconstruction
- fully automated
- fault diagnosis
- segmentation method
- active shape model
- automated analysis
- graph cuts
- automated segmentation
- color images