Intrinsically explainable deep learning architecture for semantic segmentation of histological structures in heart tissue.
Matej HalinkovicOndrej FabianAndrea FelsoovaMartin KvetonWanda BenesovaPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- deep learning
- semantic segmentation
- weakly supervised
- superpixels
- object class
- unsupervised learning
- conditional random fields
- relation extraction
- machine learning
- topic models
- multiscale
- natural images
- named entities
- semi supervised
- viewpoint
- computer vision
- text classification
- co occurrence
- input image
- probabilistic model
- feature space