An exploratory study of self-supervised pre-training on partially supervised multi-label classification on chest X-ray images.
Nanqing DongMichael KampffmeyerHaoyang SuEric P. XingPublished in: Appl. Soft Comput. (2024)
Keyphrases
- x ray images
- multi label classification
- partially supervised
- x ray
- multi label
- multi class
- medical images
- semi supervised learning
- semi supervised
- text categorization
- binary classifiers
- chest radiographs
- single view
- binary classification
- training samples
- image annotation
- text classification
- training examples
- training set
- pairwise
- information retrieval
- supervised learning
- high dimensional
- data sets
- support vector machine