A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI.
Saman MotamedIsha GujrathiDominik DeniffelAnton OentoroMasoom A. HaiderFarzad KhalvatiPublished in: CoRR (2019)
Keyphrases
- transfer learning
- automated segmentation
- prostate segmentation
- prostate cancer
- manual segmentation
- mr imaging
- automatic segmentation
- mr images
- segmentation method
- ct scans
- clinical applications
- machine learning
- labeled data
- active learning
- reinforcement learning
- semi supervised learning
- text classification
- learning algorithm
- fully automated
- medical image analysis
- collaborative filtering
- computer aided
- region growing
- machine learning algorithms
- magnetic resonance images
- decision trees
- magnetic resonance
- markov random field
- image data