ProGNet: prostate gland segmentation on MRI with deep learning.
Simon John Christoph SoerensenRichard E. FanArun SeetharamanLeo C. ChenWei ShaoIndrani BhattacharyaMichael BorreBenjamin ChungKatherine J. To'oGeoffrey A. SonnMirabela RusuPublished in: Medical Imaging: Image Processing (2021)
Keyphrases
- deep learning
- magnetic resonance images
- prostate gland
- medical images
- magnetic resonance imaging
- medical imaging
- unsupervised learning
- machine learning
- segmentation algorithm
- ultrasound imaging
- mental models
- mr images
- segmentation method
- level set
- multiscale
- image segmentation
- shape prior
- object segmentation
- weakly supervised
- manual segmentation
- input image
- high resolution
- anatomical structures
- medical image analysis
- image processing
- active contours
- pairwise
- image features
- multiple objects
- markov random field
- energy function