Multi-channel Deep Transfer Learning for Nuclei Segmentation in Glioblastoma Cell Tissue Images.
Thomas WollmannJulia IvanovaManuel GunkelInn ChungHolger ErfleKarsten RippeKarl RohrPublished in: Bildverarbeitung für die Medizin (2018)
Keyphrases
- microscopy images
- multi channel
- cell nuclei
- transfer learning
- confocal images
- microscopic images
- microscope images
- automated analysis
- single channel
- low contrast
- active learning
- learning tasks
- cross domain
- labeled data
- segmentation method
- domain adaptation
- white blood cells
- multi task
- knowledge transfer
- segmentation algorithm
- collaborative filtering
- learning algorithm
- machine learning
- brain mri
- multiscale
- reinforcement learning
- prior information
- text classification