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使用四主题方法对放射治疗中的人工智能应用进行伦理评估。

Ethical evaluation of artificial intelligence applications in radiotherapy using the Four Topics Approach.

机构信息

Kocaeli University, Faculty of Medicine, Department of Radiation Oncology, Kocaeli, 41380, Turkey; Kocaeli University, Faculty of Medicine, Department of Medical History and Ethics, Kocaeli, 41380, Turkey.

Kocaeli University, Faculty of Medicine, Department of Medical History and Ethics, Kocaeli, 41380, Turkey.

出版信息

Artif Intell Med. 2021 May;115:102055. doi: 10.1016/j.artmed.2021.102055. Epub 2021 Mar 24.

Abstract

Artificial Intelligence is the capability of a machine to imitate intelligent human behavior. An important impact can be expected from Artificial Intelligence throughout the workflow of radiotherapy (such as automated organ segmentation, treatment planning, prediction of outcome and quality assurance). However, ethical concerns regarding the binding agreement between the patient and the physician have followed the introduction of artificial intelligence. Through the recording of personal and social moral values in addition to the usual demographics and the implementation of these as distinctive inputs to matching algorithms, ethical concerns such as consistency, applicability and relevance can be solved. In the meantime, physicians' awareness of the ethical dimension in their decision-making should be challenged, so that they prioritize treating their patients and not diseases, remain vigilant to preserve patient safety, avoid unintended harm and establish institutional policies on these issues.

摘要

人工智能是机器模仿人类智能行为的能力。人工智能有望在放射治疗的整个工作流程中产生重要影响(如自动器官分割、治疗计划、结果预测和质量保证)。然而,随着人工智能的引入,人们对患者与医生之间的绑定协议产生了伦理方面的担忧。通过将个人和社会道德价值观与通常的人口统计学数据一起记录下来,并将其作为有区别的输入纳入匹配算法,就可以解决一致性、适用性和相关性等伦理问题。同时,应该挑战医生在决策中对伦理维度的认识,使他们优先考虑治疗患者而不是疾病,保持警惕以保护患者安全,避免意外伤害,并就这些问题制定机构政策。

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