Diagnosis of Celiac Disease and Environmental Enteropathy on Biopsy Images Using Color Balancing on Convolutional Neural Networks.
Kamran KowsariRasoul SaliMarium N. KhanWilliam AdornoS. Asad AliSean R. MooreBeatrice C. AmadiPaul KellySana SyedDonald E. BrownPublished in: CoRR (2019)
Keyphrases
- image data
- visually pleasing
- image regions
- convolutional neural networks
- input image
- image analysis
- color correction
- image database
- convolutional network
- image classification
- image pixels
- color histogram
- image features
- clinically relevant
- ccd camera
- visual appearance
- object recognition
- color quantization
- color features
- high resolution computed tomography
- color images
- clinical applications
- skin lesion
- edge detection
- color channels
- color information
- medical diagnosis
- gradient information
- outdoor scenes
- digital imaging
- computer aided
- image registration
- texture features
- pixel values
- sift descriptors
- segmentation method