Artificial intelligence: Who is responsible for the diagnosis?

被引:138
|
作者
Neri, Emanuele [1 ]
Coppola, Francesca [2 ]
Miele, Vittorio [3 ]
Bibbolino, Corrado [4 ]
Grassi, Roberto [5 ]
机构
[1] Univ Pisa, Dept Translat Res, Diagnost Radiol 3, Pisa, Italy
[2] St Orsola Malpighi Univ Hosp, Dept Diagnost & Prevent Med, Radiol Unit, Bologna, Italy
[3] Univ Hosp Careggi, Dept Emergency Radiol, Florence, Italy
[4] SNR Fdn, Rome, Italy
[5] Univ Campania Luigi Vanvitelli, Dept Radiol, Naples, Italy
来源
RADIOLOGIA MEDICA | 2020年 / 125卷 / 06期
关键词
Artificial Intelligence; Robotics; Ethics; Radiology;
D O I
10.1007/s11547-020-01135-9
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
The aim of the paper is to find an answer to the question "Who or what is responsible for the benefits and harms of using artificial intelligence in radiology?" When human beings make decisions, the action itself is normally connected with a direct responsibility by the agent who generated the action. You have an effect on others, and therefore, you are responsible for what you do and what you decide to do. But if you do not do this yourself, but an artificial intelligence system, it becomes difficult and important to be able to ascribe responsibility when something goes wrong. The manuscript addresses the following statements: (1) using AI, the radiologist is responsible for the diagnosis; (2) radiologists must be trained on the use of AI since they are responsible for the actions of machines; (3) radiologists involved in R&D have the responsibility to guide the respect of rules for a trustworthy AI; (4) radiologist responsibility is at risk of validating the unknown (black box); (5) radiologist decision may be biased by the AI automation; (6)risk of a paradox: increasing AI tools to compensate the lack of radiologists; (7) need of informed consent and quality measures. Future legislation must outline the contours of the professional's responsibility, with respect to the provision of the service performed autonomously by AI, balancing the professional's ability to influence and therefore correct the machine, limiting the sphere of autonomy that instead technological evolution would like to recognize to robots.
引用
收藏
页码:517 / 521
页数:5
相关论文
共 50 条
  • [1] Artificial intelligence: Who is responsible for the diagnosis?
    Emanuele Neri
    Francesca Coppola
    Vittorio Miele
    Corrado Bibbolino
    Roberto Grassi
    La radiologia medica, 2020, 125 : 517 - 521
  • [2] An Exploratory Diagnosis of Artificial Intelligence Risks for a Responsible Governance
    Teixeira, Sonia
    Rodrigues, Jose Coelho
    Veloso, Bruno
    Gama, Joao
    PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON THEORY AND PRACTICE OF ELECTRONIC GOVERNANCE, ICEGOV 2022, 2022, : 25 - 31
  • [3] Explainable and responsible artificial intelligence
    Christian Meske
    Babak Abedin
    Mathias Klier
    Fethi Rabhi
    Electronic Markets, 2022, 32 : 2103 - 2106
  • [4] Responsible Artificial Intelligence and Journal Publishing
    Gregor, Shirley
    JOURNAL OF THE ASSOCIATION FOR INFORMATION SYSTEMS, 2024, 25 (01): : 48 - 60
  • [5] Explainable and responsible artificial intelligence PREFACE
    Meske, Christian
    Abedin, Babak
    Klier, Mathias
    Rabhi, Fethi
    ELECTRONIC MARKETS, 2022, 32 (04) : 2103 - 2106
  • [6] Aspects and Views on Responsible Artificial Intelligence
    Brumen, Bostjan
    Goellner, Sabrina
    Tropmann-Frick, Marina
    MACHINE LEARNING, OPTIMIZATION, AND DATA SCIENCE, LOD 2022, PT I, 2023, 13810 : 384 - 398
  • [7] Call for the responsible artificial intelligence in the healthcare
    Upadhyay, Umashankar
    Gradisek, Anton
    Iqbal, Usman
    Dhar, Eshita
    Li, Yu-Chuan
    Syed-Abdul, Shabbir
    BMJ HEALTH & CARE INFORMATICS, 2023, 30 (01)
  • [8] Responsible Artificial Intelligence in Radiation Oncology
    Teng, C. L.
    Bhullar, A. S.
    Jermain, P.
    Jordon, D.
    Nawfel, R.
    Patel, P.
    Sean, R.
    Shang, M.
    Wu, D. H.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2024, 120 (02): : E659 - E659
  • [9] Responsible artificial intelligence and civic science
    Terrones Rodriguez, Antonio Luis
    REVISTA DE FILOSOFIA AURORA, 2020, 32 (57): : 827 - 847
  • [10] Artificial Intelligence - who cares?
    Rychlik, Reinhard Paul Theodor
    GESUNDHEITSOEKONOMIE UND QUALITAETSMANAGEMENT, 2019, 24 (01): : 5 - 5