Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67.
Mira ValkonenJorma IsolaOnni YlinenVille MuhonenAnna SaxlinTeemu TolonenMatti NykterPekka RuusuvuoriPublished in: IEEE Trans. Medical Imaging (2020)
Keyphrases
- automatic recognition
- deep learning
- microscopic images
- unsupervised learning
- cancer treatment
- microscopy images
- microscope images
- restricted boltzmann machine
- weakly supervised
- cell nuclei
- white blood cells
- cell lines
- cancer diagnosis
- histological images
- histopathological images
- machine learning
- unsupervised feature learning
- semi supervised
- supervised learning
- decision support
- mental models
- breast cancer
- learning algorithm
- pattern recognition
- deep architectures
- model selection
- lung cancer
- object recognition
- feature extraction
- feature selection
- data sets
- decision making
- information extraction
- text classification
- expectation maximization