A review of deep learning in medical imaging: Image 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: CoRR (2020)
Keyphrases
- medical imaging
- case study
- image analysis
- deep learning
- image segmentation
- brain mr images
- computer vision and image processing
- medical images
- volumetric data
- imaging modalities
- image data
- image features
- anatomical structures
- medical image processing
- multiscale
- medical image analysis
- x ray
- image content
- single image
- image processing and analysis
- input image
- image registration
- high resolution
- computer vision
- image processing
- image retrieval
- region of interest
- object segmentation
- level set
- remote sensing
- segmentation method
- test images
- probabilistic model
- three dimensional
- energy function
- feature selection
- neural network