Fragile neural networks: the importance of image standardization for deep learning in digital pathology.
Jonathan FolmsbeeStarr JohnsonXulei LiuMargaret Brandwein-WeberScott DoylePublished in: Medical Imaging: Digital Pathology (2019)
Keyphrases
- deep learning
- neural network
- input image
- image classification
- image features
- single image
- image content
- image representation
- image segmentation
- image retrieval
- high resolution
- segmentation method
- test images
- machine learning
- viewpoint
- spatial information
- segmentation algorithm
- lighting conditions
- data mining
- image regions
- unsupervised learning
- energy function
- feature selection
- probabilistic model
- active learning
- multiscale
- image processing