Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review

Abstract

Based on our review, we found that XAI evaluation in medicine has not been adequately and formally practiced. Reproducibility remains a critical concern. Ample opportunities exist to advance XAI research in medicine.