Transfer learning based fully automated kidney segmentation on MR images.
Rohini GaikarFatemeh ZabihollahyNadia A. FarragMohamed W. ElfaalNicola SchiedaEranga UkwattaPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Keyphrases
- fully automated
- transfer learning
- mr images
- manual segmentation
- automated segmentation
- fully automatic
- accurate segmentation
- medical images
- cardiac magnetic resonance
- brain mr images
- magnetic resonance
- carotid artery
- partial volume
- brain tumors
- mr imaging
- mri data
- contrast enhanced
- intensity inhomogeneity
- magnetic resonance images
- reinforcement learning
- labeled data
- bias field
- dce mri
- collaborative filtering
- nonrigid registration
- active learning
- learning algorithm
- anatomical structures
- machine learning
- text classification
- semi supervised learning
- text categorization
- image data
- semi automatic
- image segmentation
- medical imaging
- level set
- machine learning algorithms
- segmentation algorithm
- prostate cancer
- segmented images
- computer aided diagnosis
- region growing
- input image