Automatic segmentation of the prostate on MR images based on anatomy and deep learning.
Lei TaoLing MaMaoqiang XieXiabi LiuZhiqiang TianBaowei FeiPublished in: Medical Imaging: Image-Guided Procedures (2021)
Keyphrases
- deep learning
- automatic segmentation
- mr images
- medical images
- manual segmentation
- magnetic resonance
- brain tissue
- prostate cancer
- inter patient
- inter subject
- accurate segmentation
- anatomical structures
- mr imaging
- magnetic resonance images
- prostate segmentation
- segmentation algorithm
- imaging modalities
- unsupervised learning
- machine learning
- dice similarity coefficient
- image data
- medical imaging
- deformable models
- ct data
- automated segmentation
- ct images
- mri data
- soft tissue
- medical image analysis
- brain tumors
- nonrigid registration
- region of interest
- brain images
- three dimensional
- object detection
- computer vision
- clinical applications
- magnetic resonance imaging
- contrast enhanced
- higher order