Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection.
Viswan VimbiNoushath ShaffiMufti MahmudPublished in: Brain Informatics (2024)
Keyphrases
- artificial intelligence
- systematic review
- statistical models
- automatic detection
- intelligent systems
- detection rate
- mathematical models
- expert systems
- probabilistic model
- knowledge representation
- natural language processing
- empirical studies
- knowledge based systems
- detection algorithm
- false alarms
- detection accuracy
- model driven
- neural network