Multi-parametric MRI based radiomics with tumor subregion partitioning for differentiating benign and malignant soft-tissue tumors.
Shengjie ShangJing SunZhibin YueYingni WangXiaoyu WangYahong LuoDazhe ZhaoTao YuXiran JiangPublished in: Biomed. Signal Process. Control. (2021)
Keyphrases
- benign and malignant
- soft tissue
- dce mri
- medical images
- anatomical structures
- mri data
- breast cancer
- magnetic resonance imaging
- magnetic resonance
- brain tumors
- mr images
- magnetic resonance images
- computer aided diagnosis
- medical imaging
- lung nodules
- deformable models
- ct images
- finite element
- medical image analysis
- clinical applications
- active contour model
- maxillofacial surgery
- image registration
- clinical practice
- prostate cancer
- breast tissue
- x ray images
- imaging modalities
- contrast enhancement
- fully automatic
- computed tomography
- early detection
- region of interest
- curve fitting
- synthetic data
- image processing
- shape analysis
- logistic regression
- x ray
- image data