Deep Learning Based on EfficientNet for Multiorgan Segmentation of Thoracic Structures on a 0.35 T MR-Linac Radiation Therapy System.
Mohammed ChekrounYoussef MourchidIgor BessièresAlain LalandePublished in: Algorithms (2023)
Keyphrases
- deep learning
- radiation therapy
- medical images
- medical imaging
- image guided
- ct images
- treatment planning
- unsupervised learning
- image registration
- accurate segmentation
- mr images
- level set
- segmentation algorithm
- prostate cancer
- image analysis
- magnetic resonance
- brain tumors
- segmentation method
- machine learning
- respiratory motion
- mental models
- deformable registration
- image segmentation
- computed tomography
- ct scans
- imaging modalities
- shape prior
- medical image analysis
- three dimensional
- multiscale
- prostate segmentation
- brain images
- computer aided diagnosis
- anatomical structures
- magnetic resonance imaging
- region growing
- energy function
- semi supervised
- image processing