A survey on explainable artificial intelligence (XAI) : toward medical XAI

• Main Authors: Tjoa, Erico, Guan, Cuntai
• Other Authors: Interdisciplinary Graduate School (IGS)
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Explainable Artificial Intelligence; Interpretability; Machine Learning; Medical Information System
• Online Access: https://hdl.handle.net/10356/154295
• Institution: Nanyang Technological University

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 (DL). Along with research progress, they have encroached upon many different fi...