Predicting tumour mutational burden from histopathological images using multiscale deep learning.
Mika Sarkin JainTarik F. MassoudPublished in: Nat. Mach. Intell. (2020)
Keyphrases
- deep learning
- multiscale
- histopathological images
- image analysis
- unsupervised learning
- unsupervised feature learning
- machine learning
- edge detection
- mental models
- weakly supervised
- image processing
- medical images
- superpixels
- image segmentation
- natural images
- data analysis
- pattern recognition
- feature extraction
- mathematical morphology
- cell nuclei
- neural network