Benefits and Risks of AI in Health Care:Narrative Review

被引:2
|
作者
Chustecki, Margaret [1 ]
机构
[1] Yale Sch Med, Dept Internal Med, 1952 Whitney Ave,3rd Floor, New Haven, CT 06510 USA
关键词
artificial intelligence; safety risks; biases; AI; benefit; risk; health care; safety; ethics; transparency; data privacy; accuracy; ARTIFICIAL-INTELLIGENCE; CARE; CHALLENGES; OPPORTUNITIES; MEDICINE;
D O I
10.2196/53616
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Background: The integration of artificial intelligence (AI) into health care has the potential to transform the industry, but italso raises ethical, regulatory, and safety concerns. This review paper provides an in-depth examination of the benefits and risksassociated with AI in health care, with a focus on issues like biases, transparency, data privacy, and safety. Objective: This study aims to evaluate the advantages and drawbacks of incorporating AI in health care. This assessment centerson the potential biases in AI algorithms, transparency challenges, data privacy issues, and safety risks in health care settings. Methods: Studies included in this review were selected based on their relevance to AI applications in health care, focusing onethical, regulatory, and safety considerations. Inclusion criteria encompassed peer-reviewed articles, reviews, and relevant researchpapers published in English. Exclusion criteria included non-peer-reviewed articles, editorials, and studies not directly relatedto AI in health care. A comprehensive literature search was conducted across 8 databases: OVID MEDLINE, OVID Embase,OVID PsycINFO, EBSCO CINAHL Plus with Full Text, ProQuest Sociological Abstracts, ProQuest Philosopher's Index,ProQuest Advanced Technologies & Aerospace, and Wiley Cochrane Library. The search was last updated on June 23, 2023. Results were synthesized using qualitative methods to identify key themes and findings related to the benefits and risks of AI inhealth care.Results: The literature search yielded 8796 articles. After removing duplicates and applying the inclusion and exclusion criteria,44 studies were included in the qualitative synthesis. This review highlights the significant promise that AI holds in health care,such as enhancing health care delivery by providing more accurate diagnoses, personalized treatment plans, and efficient resourceallocation. However, persistent concerns remain, including biases ingrained in AI algorithms, a lack of transparency indecision-making, potential compromises of patient data privacy, and safety risks associated with AI implementation in clinicalsettings. Conclusions: In conclusion, while AI presents the opportunity for a health care revolution, it is imperative to address the ethical,regulatory, and safety challenges linked to its integration. Proactive measures are required to ensure that AI technologies aredeveloped and deployed responsibly, striking a balance between innovation and the safeguarding of patient well-being.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Editorial: Harnessing the Power of AI in Health Care: Benefits, Risks, and Preparation
    Schijven, Marlies P.
    Kroh, Matthew
    SURGICAL INNOVATION, 2023, 30 (04) : 417 - 418
  • [2] Risks and benefits of salicylates in food: a narrative review
    Suliburska, Joanna
    Cholik, Rafsan Syabani
    NUTRITION REVIEWS, 2023, 82 (11) : 1594 - 1604
  • [3] Benefits and Risks of Bariatric Surgery on Women’s Reproductive Health: a Narrative Review
    Jun-Cheng Yang
    Gang Chen
    Xiao Du
    Obesity Surgery, 2023, 33 : 1587 - 1595
  • [4] BENEFITS AND RISKS OF BARIATRIC SURGERY ON WOMEN'S REPRODUCTIVE HEALTH: A NARRATIVE REVIEW
    Yang, Jun-Cheng
    Chen, Gang
    Du, Xiao
    OBESITY SURGERY, 2023, 33 : 576 - 576
  • [5] Benefits and Risks of Bariatric Surgery on Women's Reproductive Health: a Narrative Review
    Yang, Jun-Cheng
    Chen, Gang
    Du, Xiao
    OBESITY SURGERY, 2023, 33 (05) : 1587 - 1595
  • [6] Risks, benefits, and uncertainty in health care
    不详
    HEALTH AFFAIRS, 2007, 26 (03) : 624 - 624
  • [7] The Potential Health Risks and Benefits of Progesterone in the Transgender Woman Population-A Narrative Review
    Szymczyk, Simone
    Maczka, Katarzyna
    Madrzak, Lidia
    Grymowicz, Monika
    Smolarczyk, Roman
    JOURNAL OF CLINICAL MEDICINE, 2024, 13 (22)
  • [8] Benefits, risks, barriers, and facilitators to cycling: a narrative review
    Logan, Greig
    Somers, Camilla
    Baker, Graham
    Connell, Hayley
    Gray, Stuart
    Kelly, Paul
    Mcintosh, Emma
    Welsh, Paul
    Gray, Cindy M.
    Gill, Jason M. R.
    FRONTIERS IN SPORTS AND ACTIVE LIVING, 2023, 5
  • [9] Risks and benefits of zolpidem use in Taiwan: a narrative review
    Lai, Shih-Wei
    BIOMEDICINE-TAIWAN, 2016, 6 (02): : 9 - 11
  • [10] Health Care Privacy Risks of AI Chatbots
    Kanter, Genevieve P.
    Packel, Eric A.
    JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2023, 330 (04): : 311 - 312