Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological images.
Gabriel JimenezAnuradha KarMehdi OunissiLéa IngrassiaSusana BoludaBenoit DelatourLev StimmerDaniel RacoceanuPublished in: CoRR (2023)
Keyphrases
- deep learning
- histopathological images
- cell nuclei
- image analysis
- unsupervised learning
- medical images
- level set
- machine learning
- segmentation algorithm
- image segmentation
- region growing
- segmentation method
- higher order
- mental models
- weakly supervised
- multiscale
- ground truth
- fully automatic
- object segmentation
- image processing
- computer aided
- pattern recognition
- shape prior
- quantitative evaluation
- watershed transform
- feature selection