Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation.
Théo EstienneMarvin LerousseauMaria VakalopoulouEmilie Alvarez AndresEnzo BattistellaAlexandre CarréSiddhartha ChandraStergios ChristodoulidisMihir SahasrabudheRoger SunCharlotte RobertHugues TalbotNikos ParagiosEric DeutschPublished in: Frontiers Comput. Neurosci. (2020)
Keyphrases
- deep learning
- tumor segmentation
- brain mr images
- brain tumors
- medical image analysis
- mr images
- quantitative evaluation
- unsupervised learning
- brain tissue
- cortical surface
- unsupervised feature learning
- magnetic resonance
- medical imaging
- machine learning
- magnetic resonance images
- image registration
- weakly supervised
- medical images
- deformation field
- registration accuracy
- brain images
- mri data
- object recognition
- ground truth
- active learning
- data mining