Deep Learning Model for Cell Nuclei Segmentation and Lymphocyte Identification in Whole Slide Histology Images.
Elzbieta BudginaiteMindaugas MorkunasArvydas LaurinaviciusPovilas TreigysPublished in: Informatica (2021)
Keyphrases
- cell nuclei
- deep learning
- microscope images
- fluorescence microscopy images
- automated detection
- low contrast
- multiple objects
- automated analysis
- image data
- segmentation method
- image segmentation
- segmentation algorithm
- image analysis
- object recognition
- quantitative analysis
- image registration
- quantitative evaluation
- edge detection
- co occurrence
- nonrigid registration