An Effective Deep Learning Architecture Combination for Tissue Microarray Spots Classification of H&E Stained Colorectal Images.
Huu-Giao NguyenAnnika BlankAlessandro LugliInti ZlobecPublished in: ISBI (2020)
Keyphrases
- tissue samples
- microarray
- cell nuclei
- deep learning
- microarray images
- image classification
- gene expression
- gene expression data
- gene expression profiles
- cancer diagnosis
- automated detection
- microarray data analysis
- cancer classification
- gene selection
- microarray data
- experimental conditions
- gene expression analysis
- automated analysis
- dna microarray
- low contrast
- cdna microarray
- input image
- image features
- decision trees
- microarray datasets
- object recognition
- support vector
- microscopy images
- unsupervised learning
- feature selection
- image processing
- feature extraction
- skin lesion
- denoising
- bayesian networks
- pattern recognition
- face recognition
- text classification
- segmentation method
- computer vision
- machine learning