Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard.
Wouter BultenPéter BándiJeffrey HovenRob van de LooJohannes LotzNick WeissJeroen van der LaakBram van GinnekenChristina A. Hulsbergen van de KaaGeert LitjensPublished in: CoRR (2018)
Keyphrases
- deep learning
- microscopic images
- image segmentation
- unsupervised feature learning
- machine learning
- medical images
- unsupervised learning
- mental models
- microscopy images
- segmentation algorithm
- segmentation method
- multiscale
- cell nuclei
- deep architectures
- pairwise
- probabilistic model
- level set
- object segmentation
- prostate cancer
- feature extraction