Automated segmentation of cell membranes to evaluate HER2 status in whole slide images using a modified deep learning network.
Fariba D. KhamenehSalar RazaviMustafa E. KamasakPublished in: Comput. Biol. Medicine (2019)
Keyphrases
- automated segmentation
- deep learning
- microscopy images
- segmentation method
- ct scans
- three dimensional
- clinical applications
- image features
- image data
- image analysis
- image retrieval
- fully automated
- mental models
- ground truth
- object recognition
- unsupervised learning
- image registration
- manual segmentation
- segmentation accuracy
- input image
- machine learning
- ct images
- multiple images
- statistical shape model
- multiscale