Fully unsupervised deep mode of action learning for phenotyping high-content cellular images.
Rens JanssensXian ZhangAudrey KauffmannAntoine de WeckEric Y. DurandPublished in: Bioinform. (2021)
Keyphrases
- learning process
- input image
- learning algorithm
- three dimensional
- image data
- learning tasks
- image features
- edge detection
- test images
- learning systems
- online learning
- lighting conditions
- image database
- image classification
- deep learning
- ground truth
- cellular automata
- image matching
- fully unsupervised
- action models
- unsupervised learning
- medical images
- image registration
- image analysis
- similarity measure