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: AMIA (2019)
Keyphrases
- learning models
- image classification
- microscopy images
- classification models
- machine learning
- input image
- machine learning algorithms
- image features
- learning algorithm
- object recognition
- pattern recognition
- segmentation method
- data sets
- feature vectors
- machine learning models
- text classification
- decision trees
- semi supervised learning
- learning tasks
- cell nuclei
- confocal images
- multi label
- class labels
- loss function
- segmentation algorithm
- unsupervised learning
- higher order
- hidden markov models
- feature space