Anatomy-specific classification of medical images using deep convolutional nets.
Holger R. RothChristopher T. LeeHoo-Chang ShinAri SeffLauren KimJianhua YaoLe LuRonald M. SummersPublished in: ISBI (2015)
Keyphrases
- medical images
- anatomical structures
- imaging modalities
- medical image segmentation
- medical imaging
- magnetic resonance images
- medical image analysis
- deformable models
- magnetic resonance imaging
- image intensity
- mr images
- magnetic resonance
- medical diagnosis
- computed tomography
- ct images
- soft tissue
- region of interest
- biomedical images
- deep learning
- feature extraction
- medical data
- computer aided diagnosis
- machine learning
- feature space
- image classification
- x ray images
- brain images
- mri images
- medical image retrieval
- clinical applications
- segmentation of medical images
- restricted boltzmann machine
- multi modality
- image analysis
- feature selection