Deep learning for segmentation of brain tumors: can we train with images from different institutions?
David ParedesAshirbani SahaMaciej A. MazurowskiPublished in: Medical Imaging: Computer-Aided Diagnosis (2017)
Keyphrases
- brain tumors
- deep learning
- segmentation method
- tumor segmentation
- brain mr images
- segmentation algorithm
- magnetic resonance images
- test images
- mr images
- endoscopic images
- image analysis
- magnetic resonance
- tumor growth
- three dimensional
- image registration
- input image
- low grade gliomas
- ground truth
- object recognition
- brain images
- medical image analysis
- computer vision
- image regions
- image features
- medical images
- image data
- unsupervised learning
- multiscale
- decision making
- higher order
- multiple images
- multiple objects
- level set
- image retrieval
- training data
- active contours