A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI

Understand

Recently, artificial intelligence and machine learning in general have demonstrated remarkable performances in many tasks, from image processing to natural language processing, especially with the advent of deep learning.

• Along with research progress, they have encroached upon many different fields and disciplines.
• Some of them require high level of accountability and thus transparency, for example the medical sector.
• Explanations for machine decisions and predictions are thus needed to justify their reliability.