Application of Active Learning-based on Uncertainty Quantification to Breast Segmentation in MRI.
Kai GeißlerMarkus WenzelSusanne DiekmannHeinrich von BuschRobert GrimmHans MeinePublished in: Bildverarbeitung für die Medizin (2024)
Keyphrases
- active learning
- medical images
- brain scans
- level set
- brain mri
- magnetic resonance imaging
- breast mri
- multiscale
- semi supervised
- image segmentation
- machine learning
- fully automatic
- segmentation accuracy
- segmentation method
- medical imaging
- energy function
- carotid artery
- region growing
- segmentation algorithm
- image analysis
- learning algorithm