Evaluation of performance metrics for histopathological image classifier optimization.
Nishant ZachariahSonal KothariSenthil RamamurthyAdeboye O. OsunkoyaMay D. WangPublished in: EMBC (2014)
Keyphrases
- single image
- high resolution
- input image
- image features
- image analysis
- image classification
- image representation
- image retrieval
- image data
- image content
- image collections
- image pixels
- evaluation methods
- edge detection
- multiscale
- feature values
- decision trees
- similarity measure
- image segmentation
- spatial information
- evaluation criteria
- feature extractor
- training data
- image regions
- pixel values
- evaluation measures
- class labels
- feature points
- extracted features
- text classification
- support vector