Deep embeddings and logistic regression for rapid active learning in histopathological images.
Yiping JiaoJie YuYong QiangShumin FeiPublished in: Comput. Methods Programs Biomed. (2021)
Keyphrases
- logistic regression
- active learning
- histopathological images
- belief nets
- image analysis
- naive bayes
- decision trees
- chi square
- logistic regression models
- support vector
- machine learning
- linear support vector machines
- cell nuclei
- semi supervised
- odds ratio
- loss function
- breast cancer
- learning algorithm
- training set
- dimensionality reduction
- semi supervised learning
- computer vision
- fold cross validation
- low dimensional
- labeled data
- unlabeled data
- pattern recognition
- data sets
- cost sensitive
- computer aided
- transfer learning
- supervised learning
- regression model
- high dimensional data
- principal component analysis
- x ray