Performance improvement in multi-label thoracic abnormality classification of chest X-rays with noisy labels.
Mingyan YangHisashi TanakaTakayuki IshidaPublished in: Int. J. Comput. Assist. Radiol. Surg. (2023)
Keyphrases
- multi label
- x ray
- multi label classification
- class labels
- image classification
- multi label learning
- text classification
- ct scans
- medical imaging
- multiple labels
- text categorization
- multi instance
- x ray images
- chest radiographs
- image annotation
- graph cuts
- classification algorithm
- binary classification
- label space
- binary classifiers
- three dimensional
- machine learning
- lung nodules
- label assignment
- training examples
- supervised learning
- support vector
- support vector machine
- data sets
- neural network
- computer vision
- discrete tomography
- decision trees
- feature extraction
- training set
- label propagation
- feature vectors
- naive bayes
- information extraction
- multi class
- semi supervised
- cost sensitive
- feature set
- medical images
- semi supervised learning
- unlabeled data