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: CoRR (2024)
Keyphrases
- domain knowledge
- post hoc
- classification scheme
- artificial intelligence
- machine learning
- decision trees
- pattern recognition
- support vector machine
- automatic classification
- bladder cancer
- pattern classification
- support vector machine svm
- classification accuracy
- intelligent systems
- expert systems
- lung disease
- feature extraction
- text classification
- model selection
- benchmark datasets
- classification systems
- classification process
- preprocessing
- knowledge sources
- machine learning methods
- image classification
- training set
- feature vectors
- evidence based medicine
- clinical diagnosis
- prior knowledge
- feature selection
- domain theory
- training data
- feature space
- decision rules
- class labels
- supervised learning
- knowledge representation