Development of a multi-class deep-learning algorithm capable of diagnosing many histopathologic entities in digital pathology.
Gregory T. BrownSudhir SornapudiPaul FonteloPublished in: AMIA (2021)
Keyphrases
- multi class
- learning algorithm
- perceptron algorithm
- multiple classes
- object detection
- support vector machine
- binary classification
- boosting algorithms
- multi class svm
- cost sensitive
- multi class classification
- multi class boosting
- pairwise
- multiclass problems
- multiclass classification
- binary classifiers
- active learning
- binary classification problems
- base classifiers
- error correcting output codes
- multi class classifier
- learning models
- transfer learning
- classification algorithm
- machine learning algorithms
- training examples
- supervised learning
- training data