Automated hepatobiliary toxicity prediction after liver stereotactic body radiation therapy with deep learning-based portal vein segmentation.
Bulat IbragimovDiego A. S. ToescaDaniel T. ChangYixuan YuanAlbert C. KoongLei XingPublished in: Neurocomputing (2020)
Keyphrases
- deep learning
- radiation therapy
- ct images
- prostate cancer
- medical images
- medical imaging
- organ motion
- treatment planning
- brain tumors
- unsupervised learning
- automated segmentation
- image segmentation
- computer aided
- mr images
- image guided
- machine learning
- segmentation algorithm
- fully automatic
- region growing
- segmentation method
- level set
- computed tomography
- ct scans
- weakly supervised
- accurate segmentation
- image analysis
- multiscale
- deformable registration
- magnetic resonance images
- medical image analysis
- maximum likelihood
- lymph nodes
- b spline