Application of Artificial Intelligence in the Health Care Safety Context: Opportunities and Challenges

被引:55
|
作者
Ellahham, Samer [1 ,2 ]
Ellahham, Nour [1 ]
Simsekler, Mecit Can Emre [3 ]
机构
[1] Cleveland Clin Abu Dhabi, Al Falah St,POB 112412, Abu Dhabi, U Arab Emirates
[2] Cleveland Clin, Cleveland, OH 44106 USA
[3] Khalifa Univ Sci & Technol, Abu Dhabi, U Arab Emirates
关键词
artificial intelligence; machine learning; safety; patient safety; quality; COMPLACENCY; AUTOMATION; SECURITY; PRIVACY; SYSTEMS; BIAS;
D O I
10.1177/1062860619878515
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
There is a growing awareness that artificial intelligence (AI) has been used in the analysis of complicated and big data to provide outputs without human input in various health care contexts, such as bioinformatics, genomics, and image analysis. Although this technology can provide opportunities in diagnosis and treatment processes, there still may be challenges and pitfalls related to various safety concerns. To shed light on such opportunities and challenges, this article reviews AI in health care along with its implication for safety. To provide safer technology through AI, this study shows that safe design, safety reserves, safe fail, and procedural safeguards are key strategies, whereas cost, risk, and uncertainty should be identified for all potential technical systems. It is also suggested that clear guidance and protocols should be identified and shared with all stakeholders to develop and adopt safer AI applications in the health care context.
引用
收藏
页码:341 / 348
页数:8
相关论文
共 50 条
  • [1] The Role of the Sharing Economy and Artificial Intelligence in Health Care: Opportunities and Challenges
    Wu, Huailiang
    Chan, Nga-Kwo
    Zhang, Casper J. P.
    Ming, Wai-Kit
    [J]. JOURNAL OF MEDICAL INTERNET RESEARCH, 2019, 21 (10)
  • [2] Artificial Intelligence in Perioperative Care: Opportunities and Challenges
    Han, Lichy
    Char, Danton S.
    Aghaeepour, Nima
    [J]. ANESTHESIOLOGY, 2024, 141 (02) : 379 - 387
  • [3] Opportunities and challenges in application of artificial intelligence in pharmacology
    Kumar, Mandeep
    Nguyen, T. P. Nhung
    Kaur, Jasleen
    Singh, Thakur Gurjeet
    Soni, Divya
    Singh, Randhir
    Kumar, Puneet
    [J]. PHARMACOLOGICAL REPORTS, 2023, 75 (01) : 3 - 18
  • [4] Opportunities and challenges in application of artificial intelligence in pharmacology
    Mandeep Kumar
    T. P. Nhung Nguyen
    Jasleen Kaur
    Thakur Gurjeet Singh
    Divya Soni
    Randhir Singh
    Puneet Kumar
    [J]. Pharmacological Reports, 2023, 75 : 3 - 18
  • [5] Artificial Intelligence and global health: opportunities and challenges
    Singh, Jerome Amir
    [J]. EMERGING TOPICS IN LIFE SCIENCES, 2019, 3 (06) : 741 - 746
  • [6] Artificial intelligence in the era of ChatGPT-Opportunities and challenges in mental health care
    Singh, Om
    [J]. INDIAN JOURNAL OF PSYCHIATRY, 2023, 65 (03) : 297 - 298
  • [7] Artificial intelligence in primary care: A scenario of opportunities and challenges
    Mayer, Miguel Angel
    [J]. ATENCION PRIMARIA, 2023, 55 (11):
  • [8] Application of artificial intelligence in wearable devices: Opportunities and challenges
    Nahavandi, Darius
    Alizadehsani, Roohallah
    Khosravi, Abbas
    Acharya, U. Rajendra
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 213
  • [9] Challenges and opportunities in the application of artificial intelligence in gastroenterology and hepatology
    Christou, Chrysanthos D.
    Tsoulfas, Georgios
    [J]. WORLD JOURNAL OF GASTROENTEROLOGY, 2021, 27 (37) : 6191 - 6223
  • [10] Challenges and opportunities in the application of artificial intelligence in gastroenterology and hepatology
    Chrysanthos D Christou
    Georgios Tsoulfas
    [J]. World Journal of Gastroenterology, 2021, (37) : 6191 - 6223