Two Stages CNN-Based Segmentation of Gliomas, Uncertainty Quantification and Prediction of Overall Patient Survival.
Thibault BuatoisÉlodie PuybareauGuillaume TochonJoseph ChazalonPublished in: BrainLes@MICCAI (2) (2019)
Keyphrases
- low grade gliomas
- image segmentation
- brain tumors
- segmentation algorithm
- prediction accuracy
- cellular neural networks
- segmentation method
- multiscale
- medical images
- image analysis
- level set
- shape prior
- quantitative evaluation
- therapy planning
- kaplan meier
- object segmentation
- patient data
- image sequences
- mri scans
- survival analysis
- edge detection
- markov random field
- clinical practice
- multistage
- clinical data
- magnetic resonance images
- prediction model
- graph cuts
- medical imaging