Using artificial intelligence to improve public health: a narrative review

被引:47
|
作者
Olawade, David B. [1 ]
Wada, Ojima J. [2 ]
David-Olawade, Aanuoluwapo Clement [3 ]
Kunonga, Edward [4 ]
Abaire, Olawale [5 ]
Ling, Jonathan
机构
[1] Univ East London, Sch Hlth Sport & Biosci, Dept Allied & Publ Hlth Profess, London, England
[2] Hamad Bin Khalifa Univ, Qatar Fdn, Coll Sci & Engn, Div Sustainable Dev, Doha, Qatar
[3] NHS Trust, Epsom & St Helier Univ Hosp, Endoscopy Unit, Carshalton, England
[4] Teesside Univ, Sch Hlth & Life Sci, Middlesbrough, N Yorkshire, England
[5] Adekunle Ajasin Univ, Dept Biochem, Akungba Akoko, Nigeria
关键词
artificial intelligence (AI); public health; healthcare; review; health policy; BIG DATA; PRIVACY;
D O I
10.3389/fpubh.2023.1196397
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Artificial intelligence (AI) is a rapidly evolving tool revolutionizing many aspects of healthcare. AI has been predominantly employed in medicine and healthcare administration. However, in public health, the widespread employment of AI only began recently, with the advent of COVID-19. This review examines the advances of AI in public health and the potential challenges that lie ahead. Some of the ways AI has aided public health delivery are via spatial modeling, risk prediction, misinformation control, public health surveillance, disease forecasting, pandemic/epidemic modeling, and health diagnosis. However, the implementation of AI in public health is not universal due to factors including limited infrastructure, lack of technical understanding, data paucity, and ethical/privacy issues.
引用
收藏
页数:9
相关论文
共 50 条
  • [31] Perinatal health predictors using artificial intelligence: A review
    Ramakrishnan, Rema
    Rao, Shishir
    He, Jian-Rong
    WOMENS HEALTH, 2021, 17
  • [32] Artificial intelligence in thoracic surgery: a narrative review
    Bellini, Valentina
    Valente, Marina
    Del Rio, Paolo
    Bignami, Elena
    JOURNAL OF THORACIC DISEASE, 2021, 13 (12) : 6963 - 6975
  • [33] Usage of Artificial Intelligence in Pharmacy: A Narrative Review
    Gosselin, Laura
    Thibault, Maxime
    Lebel, Denis
    Bussieres, Jean-Francois
    CANADIAN JOURNAL OF HOSPITAL PHARMACY, 2021, 74 (02): : 135 - 143
  • [34] Role of artificial intelligence in defibrillators: a narrative review
    Brown, Grace
    Conway, Samuel
    Ahmad, Mahmood
    Adegbie, Divine
    Patel, Nishil
    Myneni, Vidushi
    Alradhawi, Mohammad
    Kumar, Niraj
    Obaid, Daniel R.
    Pimenta, Dominic
    Bray, Jonathan J. H.
    OPEN HEART, 2022, 9 (02):
  • [35] Artificial Intelligence in Breast Reconstruction: A Narrative Review
    Rugina, Andrei Iulian
    Ungureanu, Andreea
    Giuglea, Carmen
    Marinescu, Silviu Adrian
    MEDICINA-LITHUANIA, 2025, 61 (03):
  • [36] Application of artificial intelligence to study the causality in public health: a systematic review
    La Mastra, C.
    Barchitta, M.
    Maugeri, A.
    Agodi, A.
    EUROPEAN JOURNAL OF PUBLIC HEALTH, 2024, 34
  • [37] Artificial Intelligence Applications in Public Health
    Chumachenko, Dmytro
    Yakovlev, Sergiy
    COMPUTATION, 2025, 13 (02)
  • [38] Artificial intelligence, human intelligence, and the future of public health
    Bhattacharya, Sudip
    AIMS PUBLIC HEALTH, 2022, 9 (04): : 644 - 650
  • [39] Using artificial intelligence to improve healthcare delivery in select allied health disciplines: a scoping review protocol
    Raghunathan, Kalpana
    Morris, Meg E.
    Wani, Tafheem A.
    Edvardsson, Kristina
    Peiris, Casey
    Fowler-Davis, Sally
    Mckercher, Jonathan P.
    Bourke, Sharon
    Danish, Saadia
    Johnston, Jacqueline
    Moyo, Nompilo
    Gilmartin-Thomas, Julia
    Heng, Hazel Wei Fen
    Ho, Ken
    Joyce-McCoach, Joanne
    Thwaites, Claire
    BMJ OPEN, 2025, 15 (03):
  • [40] Health Equity and Ethical Considerations in Using Artificial Intelligence in Public Health and Medicine
    Dankwa-Mullan, Irene
    PREVENTING CHRONIC DISEASE, 2024, 21