Stepwise deep neural network (stepwise-net) for head and neck auto-segmentation on CT images.
Daisuke KawaharaMasato TsunedaShuichi OzawaHiroyuki OkamotoMitsuhiro NakamuraTeiji NishioAkito SaitoYasushi NagataPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- ct images
- medical images
- lymph nodes
- medical imaging
- neural network
- liver segmentation
- pet ct
- computed tomography
- lung nodules
- fracture detection
- computer tomography
- ct scans
- anatomical knowledge
- pet images
- medical image processing
- bone segmentation
- treatment planning
- image segmentation
- medical image segmentation
- ground glass opacity
- lung parenchyma
- lung cancer
- region of interest
- segmentation algorithm
- automated segmentation
- pulmonary nodules
- level set
- clinical applications
- segmentation method
- image reconstruction
- automatic detection
- shape prior
- magnetic resonance imaging
- magnetic resonance images
- anatomical structures
- ct data
- magnetic resonance
- computer aided diagnosis
- cancer diagnosis
- volume rendering
- imaging modalities