Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images.
Zahraa Al-MilajiIlker ErsoyAdel HafianeKannappan PalaniappanFiliz BunyakPublished in: Pattern Recognit. Lett. (2019)
Keyphrases
- deep learning
- microscopic images
- segmentation algorithm
- segmentation method
- image classification
- skin lesion
- image regions
- input image
- unsupervised learning
- machine learning
- pattern recognition
- medical images
- multiscale
- test images
- microscopy images
- supervised learning
- image features
- ground truth
- cell nuclei
- image retrieval
- mental models
- decision trees
- object recognition
- object segmentation
- feature selection
- feature extraction
- computer vision
- multiple objects
- multiple images
- region of interest
- image segmentation
- particle filter
- feature vectors