Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasets.
Jue JiangYu-Chi HuNeelam TyagiPengpeng ZhangAndreas RimnerJoseph O. DeasyHarini VeeraraghavanPublished in: CoRR (2019)
Keyphrases
- deep learning
- medical images
- tumor segmentation
- brain tumors
- ct images
- computed tomography
- mr images
- medical imaging
- magnetic resonance imaging
- magnetic resonance images
- multislice
- magnetic resonance
- ct data
- brain mr images
- unsupervised learning
- ct scans
- medical image analysis
- x ray
- image data
- machine learning
- region of interest
- three dimensional
- mri data
- mental models
- anatomical structures
- x ray images
- high resolution
- prior knowledge
- contrast enhanced
- prior information
- brain images
- pairwise
- automatic segmentation
- probabilistic model