Advancements of AI in healthcare: a comprehensive review of ChatGPT's applications and challenges

被引:0
|
作者
Ali, Sara [1 ]
Aslam, Atrubah [1 ]
Tahir, Zarmeen [1 ]
Ashraf, Bashair [1 ]
Tanweer, Afifa [1 ]
机构
[1] Univ Management & Technol, Sch Hlth Sci, Dept Nutr & Dietet, Lahore, Pakistan
关键词
Artificial intelligence; ChatGPT; Healthcare; Medical applications; Nutrition; ARTIFICIAL-INTELLIGENCE; ACCURACY; SOCIETY;
D O I
10.47391/JPMA.11173
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The rapid integration of artificial intelligence into healthcare has introduced transformative possibilities and challenges. The current narrative review was planned to explore diverse applications of Chat Generative Pre-Trained Transformer (ChatGPT) across medical domains, ranging from dietary planning and disease management to medical education and clinical decision support. A comprehensive analysis of ChatGPT's healthcare applications was conducted between July and September 2023, reviewing literature from prominent medical journals and databases, including PubMed, Embase, Cochrane library and the Cumulated Index in Nursing and Allied Health Literature. The studies revealed notable limitations, including inaccuracies, bias and potential safety concerns. Quantitative data highlighted ChatGPT's high accuracy rates in disease detection, nutrient sufficiency in ChatGPTgenerated diet plans and various medical scenarios. The predominantly quantitative evaluations might overlook nuanced qualitative aspects, such as users' perceptions, experiences and ethical concerns. Studies often focus on specific domains, potentially limiting generalisability. Evolving artificial intelligence technology warrants longterm impact assessment, including ChatGPT's contextual appropriateness and accommodation of individual preferences. ChatGPT shows promise in healthcare, but needs specialised training for medical use. Ethical concerns, data quality and interpretability require thorough investigation for responsible implementation
引用
收藏
页码:78 / 83
页数:6
相关论文
共 50 条
  • [31] A comprehensive review on advancements in sensors for air pollution applications
    Seesaard, Thara
    Kamjornkittikoon, Kamonrat
    Wongchoosuk, Chatchawal
    SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 951
  • [32] Advancements and applications of smart contact lenses: A comprehensive review
    Abdulamier, Abdulamier Ahmed
    Shaker, Lina M.
    Al-Amiery, Ahmed A.
    Qasim, Maytham T.
    Isahak, Wan Nor Roslam Wan
    Luthfi, Abdullah Amru Indera
    RESULTS IN ENGINEERING, 2024, 24
  • [33] Advancements in biocatalysis: A comprehensive review of applications in organic synthesis
    Nayak, Vasavi
    Deepika, D.
    Jude Martis, Glanish
    Gaonkar, Santosh L.
    SYNTHETIC COMMUNICATIONS, 2025,
  • [34] A comprehensive review on ai-driven healthcare transformation
    Balakrishna, Sivadi
    Solanki, Vijender Kumar
    INGENIERIA SOLIDARIA, 2024, 20 (02):
  • [35] Advancing AI in healthcare: A comprehensive review of best practices
    Polevikov, Sergei
    CLINICA CHIMICA ACTA, 2023, 548
  • [36] A Comprehensive Examination of ChatGPT's Contribution to the Healthcare Sector and Hepatology
    Kumari, Kabita
    Pahuja, Sharvan Kumar
    Kumar, Sanjeev
    DIGESTIVE DISEASES AND SCIENCES, 2024, : 4027 - 4043
  • [37] A comprehensive review of advancements and challenges in reactive power planning for microgrids
    Mohammed, Abdallah
    Sakr, Eman Kamal
    Abo‑Adma, Maged
    Elazab, Rasha
    Energy Informatics, 2024, 7 (01)
  • [38] A comprehensive review on the advancements and challenges in perovskite solar cell technology
    Noman, Muhammad
    Khan, Zeeshan
    Jan, Shayan Tariq
    RSC ADVANCES, 2024, 14 (08) : 5085 - 5131
  • [39] Fairness Metrics in AI Healthcare Applications: A Review
    Mienye, Ibomoiye Domor
    Swart, Theo G.
    Obaido, George
    2024 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION FOR DATA SCIENCE, IRI 2024, 2024, : 284 - 289
  • [40] ADVANCEMENTS AND CHALLENGES IN THE FLUIDIZED BED GASIFICATION SYSTEM: A COMPREHENSIVE REVIEW
    Antil, Surender
    Sachdeva, Gulshan
    Sharma, Avdhesh Kr.
    JOURNAL OF THERMAL ENGINEERING, 2023, 9 (01): : 233 - 246