Cascaded ensemble of convolutional neural networks and handcrafted features for mitosis detection.
Haibo WangAngel Cruz-RoaAjay BasavanhallyHannah GilmoreNatalie ShihMike FeldmanJohn TomaszewskiFabio A. GonzálezAnant MadabhushiPublished in: Medical Imaging: Digital Pathology (2014)
Keyphrases
- learning algorithm
- training data
- convolutional neural networks
- false positives
- machine learning
- feature vectors
- detection method
- detection algorithm
- detection accuracy
- feature space
- feature extraction
- automatic detection
- feature detection
- object detection
- feature set
- image features
- classification accuracy
- weak classifiers
- adaboost classifier
- decision trees