hist2RNA: An efficient deep learning architecture to predict gene expression from breast cancer histopathology images.
Raktim Kumar MondolEwan K. A. MillarPeter H. GrahamLois BrowneArcot SowmyaErik MeijeringPublished in: CoRR (2023)
Keyphrases
- gene expression
- breast cancer
- deep learning
- histopathology images
- microarray
- gene expression data
- microarray data
- logistic regression
- unsupervised learning
- early detection
- gene regulation
- high throughput
- genome wide
- gene expression profiles
- biological processes
- gene expression analysis
- binding sites
- machine learning
- decision trees
- data sets
- support vector
- text mining
- active learning
- microarray datasets
- cancer diagnosis
- classification accuracy