Need for objective task-based evaluation of AI-based segmentation methods for quantitative PET.
Ziping LiuJoyce C. MhlangaBarry A. SiegelAbhinav K. JhaPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Keyphrases
- artificial intelligence
- evaluation criteria
- benchmark datasets
- evaluation methods
- qualitative and quantitative
- expert systems
- image reconstruction
- segmentation accuracy
- significant improvement
- image segmentation
- knowledge representation
- edge detection
- high resolution
- image sequences
- magnetic resonance images
- image processing
- data mining