Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging.
Matthew D. LiKen ChangBen BearceConnie Y. ChangAmbrose J. HuangJ. Peter CampbellJames M. BrownPraveer SinghKatharina Viktoria HoebelDeniz ErdogmusStratis IoannidisWilliam E. PalmerMichael F. ChiangJayashree Kalpathy-CramerPublished in: npj Digit. Medicine (2020)
Keyphrases
- change detection
- medical imaging
- remote sensing
- image registration
- neural network
- remote sensing images
- medical images
- remote sensing imagery
- medical image processing
- remotely sensed images
- x ray
- anatomical structures
- multispectral
- image analysis
- satellite images
- imaging modalities
- image processing
- medical image analysis
- ct images
- computer aided diagnosis
- remotely sensed
- computed tomography
- shape analysis
- magnetic resonance imaging
- satellite imagery
- image guided
- magnetic resonance images
- data streams
- high resolution
- biomedical imaging
- image guided surgery
- image segmentation
- pattern recognition
- clinical practice
- image processing and analysis
- computer vision
- remote sensing data
- land cover
- hyperspectral
- biomedical engineering
- morphological image analysis
- volumetric data
- man made structures
- computational intelligence