A multi-scale superpixel classification approach to the detection of regions of interest in whole slide histopathology images.
Babak Ehteshami BejnordiGeert LitjensMeyke HermsenNico KarssemeijerJeroen A. W. M. van der LaakPublished in: Medical Imaging: Digital Pathology (2015)
Keyphrases
- classification method
- multiscale
- histopathology images
- support vector machine svm
- classification scheme
- text classification
- classification algorithm
- superpixels
- automatic detection
- false alarms
- anomaly detection
- false positives
- classification systems
- robust detection
- region of interest
- mammogram images
- detection algorithm
- machine learning algorithms
- machine learning
- natural images
- image classification
- object detection
- multi class
- preprocessing
- object recognition
- feature extraction
- decision trees