Digitally Stained Confocal Microscopy through Deep Learning.
Marc CombaliaJaviera Pérez-AnkerAdriana García-HerreraLlúcia AlosVerónica VilaplanaFerran MarquésSusana PuigJosep MalvehyPublished in: MIDL (2019)
Keyphrases
- deep learning
- confocal microscopy
- cell nuclei
- automated analysis
- automated detection
- microscopy images
- quantitative analysis
- cell division
- unsupervised learning
- low contrast
- three dimensional
- cancer diagnosis
- weakly supervised
- machine learning
- nonrigid registration
- optical coherence tomography
- mental models
- multi channel
- pattern recognition
- data sets
- active learning
- watershed transform
- bayesian networks
- data mining