Machine learning approach for biopsy-based identification of eosinophilic esophagitis reveals importance of global features.
Tomer CzyzewskiNati DanielMark RochmanJulie M. CaldwellGarrett A. OsswaldMargaret H. CollinsMarc E. RothenbergYonatan SavirPublished in: CoRR (2021)
Keyphrases
- clustering algorithm
- global features
- machine learning
- visual features
- classification method
- image features
- feature vectors
- keypoints
- data mining
- supervised learning
- information extraction
- computer vision
- support vector machine
- machine learning algorithms
- learning algorithm
- region segmentation
- small number of training samples
- pattern recognition
- natural language processing
- text mining
- decision trees
- text classification
- knowledge discovery
- active learning
- feature selection
- semi supervised learning
- neural network