Mediastinal lymph nodes segmentation using 3D convolutional neural network ensembles and anatomical priors guiding.
David BougetAndré PedersenJohanna VanelHaakon O. LeiraThomas LangøPublished in: Comput. methods Biomech. Biomed. Eng. Imaging Vis. (2023)
Keyphrases
- lymph nodes
- neural network ensembles
- medical images
- automatic detection
- automatic segmentation
- pet ct
- lung cancer
- image segmentation
- ct data
- cancer diagnosis
- ct images
- segmentation algorithm
- ct scans
- level set
- clinical data
- computed tomography
- neural network
- region growing
- prior information
- segmentation method
- brain mri
- pet images
- lung cancer patients
- clinical applications
- mr images
- energy function
- clinical practice
- anatomical structures
- accurate segmentation
- cross sections
- region of interest
- medical imaging
- partial volume
- image analysis
- three dimensional
- image processing