Cell Nuclei Detection and Segmentation for Computational Pathology Using Deep Learning.
Kemeng ChenNing ZhangLinda S. PowersJanet RovedaPublished in: SpringSim (2019)
Keyphrases
- cell nuclei
- deep learning
- automated detection
- automated analysis
- fluorescence microscopy images
- microscope images
- quantitative analysis
- unsupervised learning
- low contrast
- microscopy images
- cell nucleus
- machine learning
- watershed transform
- weakly supervised
- lung cancer
- visual analysis
- object detection
- cancer diagnosis
- image segmentation
- nonrigid registration
- multiscale
- segmentation algorithm
- co occurrence
- image analysis
- quantitative evaluation
- edge detection
- shape prior
- video sequences
- segmentation method