Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images.
Sudhir SornapudiGregory T. BrownZhiyun XueL. Rodney LongLisa AllenSameer K. AntaniPublished in: CoRR (2019)
Keyphrases
- learning models
- image classification
- classification models
- microscopy images
- machine learning
- input image
- image features
- learning algorithm
- object recognition
- confocal images
- pattern recognition
- feature vectors
- machine learning algorithms
- classification accuracy
- decision trees
- computer vision
- learning problems
- support vector machine svm
- cell nuclei
- dimension reduction
- machine learning models
- supervised learning
- learning tasks
- feature extraction
- feature selection
- training examples
- loss function
- svm classifier
- semi supervised learning
- text classification
- support vector machine
- high dimensional
- support vector
- similarity measure
- information retrieval