Segmentation of follicles from CD8-stained slides of follicular lymphoma using deep learning.
Çaglar SenarasM. Khalid Khan NiaziVidya AroleWeijie ChenBerkman SahinerArwa Shana'ahA. LouissaintR. P. HasserjianGerard LozanskiMetin Nafi GürcanPublished in: Medical Imaging: Digital Pathology (2019)
Keyphrases
- deep learning
- microscopic images
- histopathological images
- level set
- microscopy images
- unsupervised learning
- machine learning
- image analysis
- segmentation algorithm
- unsupervised feature learning
- segmentation method
- medical images
- cell nuclei
- weakly supervised
- image segmentation
- multiscale
- object segmentation
- deep architectures
- high dimensional
- data sets
- mental models
- pattern recognition
- automated detection
- energy function