OncoPetNet: A Deep Learning based AI system for mitotic figure counting on H&E stained whole slide digital images in a large veterinary diagnostic lab setting.
Michael FitzkeDerick WhitleyWilson YauFernando Rodrigues JrVladimir FadeevCindy BacmeisterChris CarterJeffrey EdwardsMatthew P. LungrenMark ParkinsonPublished in: CoRR (2021)
Keyphrases
- deep learning
- digital images
- expert systems
- machine learning
- unsupervised learning
- unsupervised feature learning
- artificial intelligence
- knowledge representation
- mental models
- restricted boltzmann machine
- weakly supervised
- deep architectures
- data mining
- pattern recognition
- decision making
- automated analysis
- probabilistic model
- data sets
- information extraction
- decision trees
- feature selection