ChampKit: A framework for rapid evaluation of deep neural networks for patch-based histopathology classification.
Jakub R. KaczmarzykRajarsi GuptaTahsin M. KurçShahira AbousamraJoel H. SaltzPeter K. KooPublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- neural network
- pattern recognition
- multi category
- pattern classification
- main contribution
- decision trees
- genetic algorithm
- support vector
- evaluation framework
- machine learning
- machine learning methods
- classification algorithm
- decision rules
- support vector machine svm
- support vector machine
- artificial neural networks
- image classification
- rough sets
- fault diagnosis
- probabilistic model
- feature vectors
- incremental learning
- evaluation method
- feature extraction
- data sets