Explainable artificial intelligence (XAI) in deep learning-based medical image analysis

Explainable artificial intelligence (XAI) in deep learning-based medical image analysis With an increase in deep learning-based methods, the call for explainability of such methods grows, especially in high-stakes decision making areas such as medical image analysis. This survey presents an overview of explainable artificial intelligence (XAI) used in deep learning-based medical image analysis. A framework of XAI criteria is introduced to classify deep learning-based medical image analysis meth...