Enhanced Segmentation in Abdominal CT Images: Leveraging Hybrid CNN-Transformer Architectures and Compound Loss Function.
Fatemeh PiriNader KarimiShadrokh SamaviPublished in: AIIoT (2024)
Keyphrases
- loss function
- pairwise
- support vector
- logistic regression
- lymph nodes
- segmentation method
- level set
- boosting framework
- image segmentation
- segmentation algorithm
- image analysis
- region growing
- abdominal ct images
- empirical risk
- ground truth data
- medical images
- solution path
- shape prior
- risk minimization
- three dimensional
- convex loss functions
- computer assisted
- image processing
- machine learning