A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises.
S. Kevin ZhouHayit GreenspanChristos DavatzikosJames S. DuncanBram van GinnekenAnant MadabhushiJerry L. PrinceDaniel RueckertRonald M. SummersPublished in: Proc. IEEE (2021)
Keyphrases
- medical imaging
- deep learning
- case study
- medical images
- x ray
- image registration
- ct images
- anatomical structures
- medical image processing
- image analysis
- image processing
- imaging modalities
- medical image analysis
- image processing and analysis
- computed tomography
- image segmentation
- image guided surgery
- unsupervised learning
- magnetic resonance images
- digital imaging
- unsupervised feature learning
- computer vision
- mental models
- real world
- machine learning
- magnetic resonance imaging
- image guided
- weakly supervised
- remote sensing
- biomedical engineering
- neural network
- model selection
- three dimensional