Explainable Artificial Intelligence in Healthcare: Methods, Benefits, and Challenges for Trustworthy Clinical Decision Support
Artificial intelligence (AI) systems are increasingly studied for tasks such as medical-image analysis, risk prediction, and clinical decision support. However, strong predictive performance does not by itself show why a model reached a particular conclusion or whether that conclusion is appropriate for a patient. This...