Utilizing Uncertainty Estimation in Deep Learning Segmentation of Fluorescence Microscopy Images with Missing Markers.
Alvaro GomarizRaphael EgliTiziano PortenierCésar Nombela-ArrietaOrcun GokselPublished in: CoRR (2021)
Keyphrases
- fluorescence microscopy images
- deep learning
- visual inspection
- unsupervised learning
- cell nuclei
- machine learning
- weakly supervised
- multiscale
- model selection
- mental models
- image segmentation
- image analysis
- ground truth
- medical images
- level set
- segmentation method
- fully automatic
- quantitative evaluation
- pattern recognition