A Deep Learning Ensemble Method to Assist Cytopathologists in Pap Test Image Classification.
Débora Nasser DinizMariana T. RezendeAndrea G. C. BianchiCláudia M. CarneiroEduardo José da Silva LuzGladston J. P. MoreiraDaniela M. UshizimaFátima N. S. de MedeirosMarcone J. F. SouzaPublished in: J. Imaging (2021)
Keyphrases
- deep learning
- ensemble methods
- test images
- decision trees
- machine learning methods
- machine learning
- training set
- benchmark datasets
- unsupervised learning
- ensemble classifier
- classification accuracy
- pattern recognition
- face images
- support vector
- bounding box
- prediction accuracy
- image patches
- feature extraction
- ground truth
- model selection
- computer vision
- feature subset
- svm classifier
- feature space
- data sets
- image processing
- low level
- support vector machine svm
- multiscale
- image classification
- supervised learning
- active learning