Clinical domain knowledge-derived template improves post hoc AI explanations in pneumothorax classification.
Han YuanChuan HongPengtao JiangGangming ZhaoNguyen Tuan Anh TranXinxing XuYet Yen YanNan LiuPublished in: J. Biomed. Informatics (2024)
Keyphrases
- domain knowledge
- post hoc
- machine learning
- pattern recognition
- classification scheme
- artificial intelligence
- classification models
- image classification
- evidence based medicine
- classification accuracy
- decision trees
- supervised learning
- support vector
- support vector machine svm
- training samples
- training set
- bladder cancer
- lung disease
- automatic classification
- feature extraction
- pattern classification
- intelligent systems
- expert systems
- decision rules
- classification method
- template matching
- decision support system
- feature set
- support vector machine
- knowledge representation
- classification process
- clinical trials
- disease diagnosis
- feature selection
- preprocessing
- feature vectors