Co-occurring diseases heavily influence the performance of weakly supervised learning models for classification of chest CT.
Fakrul Islam TusharVincent M. D'AnniballeGeoffrey D. RubinEhsan SameiJoseph Y. LoPublished in: Medical Imaging: Computer-Aided Diagnosis (2022)
Keyphrases
- learning models
- weakly supervised
- classification models
- machine learning
- machine learning algorithms
- classification accuracy
- learning algorithm
- topic models
- decision trees
- supervised learning
- image classification
- relation extraction
- training set
- support vector
- similarity measure
- learning tasks
- learning problems
- feature selection
- computer vision
- semi supervised
- training data
- loss function
- object class