Active Learning Machines for Automatic Segmentation of Hippocampus in MRI.
Sabina TangaroNicola AmorosoStefania BrunoAndrea ChincariniGiovanni B. FrisoniRosalia MagliettaAndrea TateoRoberto BellottiPublished in: ICDM (Workshops) (2013)
Keyphrases
- automatic segmentation
- manual segmentation
- active learning
- mr images
- accurate segmentation
- brain tissue
- mri scans
- mri data
- segmentation algorithm
- brain scans
- intra subject
- semi automatic segmentation
- magnetic resonance images
- magnetic resonance imaging
- automatically segmenting
- medical images
- computed tomography images
- magnetic resonance
- ct data
- brain structures
- machine learning
- nerve fibers
- intensity distribution
- fully automated
- fully automatic segmentation
- training set
- ground truth
- learning algorithm