Active Learning for Efficient Segmentation of Liver with Convolutional Neural Network-Corrected Labeling in Magnetic Resonance Imaging-Derived Proton Density Fat Fraction.
Yongwon ChoMin Ju KimBeom Jin ParkKi Choon SimYeom Suk KeuYeo Eun HanDeuk Jae SungNa Yeon HanPublished in: J. Digit. Imaging (2021)
Keyphrases
- magnetic resonance imaging
- active learning
- medical images
- mri images
- medical imaging
- convolutional neural network
- mri data
- image segmentation
- ct images
- magnetic resonance images
- breast mri
- positron emission tomography
- partial volume effects
- computer tomography
- long axis
- segmentation algorithm
- fully automatic
- level set
- computed tomography
- object recognition
- clinical applications
- machine learning
- diffusion tensor images
- partial volume
- mr images
- image analysis
- brain mri
- brain structures
- pattern recognition
- imaging modalities
- ct scans
- deformable models