Towards a perturbation-based explanation for medical AI as differentiable programs

Takeshi Abe, Yoshiyuki Asai

Recent advancement in machine learning algorithms reaches a point where medical devices can be equipped with artificial intelligence (AI) models for diagnostic support and routine…