Automated segmentation of epithelial tissue in prostatectomy slides using deep learning.
Wouter BultenChristina A. Hulsbergen van de KaaJeroen van der LaakGeert J. S. LitjensPublished in: Medical Imaging: Digital Pathology (2018)
Keyphrases
- deep learning
- automated segmentation
- manual segmentation
- segmentation method
- prostate cancer
- unsupervised learning
- ct scans
- clinical applications
- machine learning
- weakly supervised
- mr images
- statistical shape model
- mental models
- automatic segmentation
- fully automated
- three dimensional
- image analysis
- segmentation accuracy
- computer vision
- magnetic resonance images
- computed tomography
- magnetic resonance
- ct images
- energy function
- maximum likelihood
- image registration