Code-free deep learning for multi-modality medical image classification.
Edward KorotZeyu GuanDaniel FerrazSiegfried K. WagnerGongyu ZhangXiaoxuan LiuLivia FaesNikolas PontikosSamuel G. FinlaysonHagar KhalidGabriella MoraesKonstantinos BalaskasAlastair K. DennistonPearse A. KeanePublished in: Nat. Mach. Intell. (2021)
Keyphrases
- deep learning
- multi modality
- image classification
- multi modal
- medical images
- information theoretic
- image registration
- medical imaging
- unsupervised feature learning
- mutual information
- medical data
- machine learning
- bag of words
- unsupervised learning
- image representation
- imaging modalities
- feature extraction
- visual words
- mental models
- image features
- weakly supervised
- deformation field
- sparse representation
- image processing
- named entities
- x ray
- pattern recognition
- similarity measure