Ethical Issues of Explainable Artificial Intelligence for Medical Applications
10.12026/j.issn.1001-8565.2022.12.06
- VernacularTitle:可解释人工智能医疗应用的伦理问题
- Author:
Jing JIANG
1
;
Dong CAO
2
;
Laijun YAN
3
Author Information
1. School of Marxism, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
2. School of Medical Information Engineering, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
3. School of Graduate, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
- Publication Type:Journal Article
- Keywords:
Explainability;
Artificial Intelligence;
Medical Applications;
Interactive Interpretation
- From:
Chinese Medical Ethics
2022;35(12):1322-1328
- CountryChina
- Language:Chinese
-
Abstract:
Explainable artificial intelligence (AI) promotes the development of medicine and raises different ethical challenges. This new challenge is manifested in two aspects, including pre-interpretation and post-interpretation. The technical root of the ethical issues leading to the medical application of explainable AI is the negative effects of explainable technology, the social root is the lack of relevant moral principles and legislation, and the root of subjectivity lies in the diversity of interests of various stakeholders. Therefore, the solutions to the problem are to strengthen technological innovation, explainable AI medical application ethics education, training of medical staff and interdisciplinary cooperation, improve relevant moral principles, laws and regulations, and realize personalized interactive interpretation.
