The role of artificial intelligence in healthcare: a structured literature review

被引:302
|
作者
Secinaro, Silvana [1 ]
Calandra, Davide [1 ]
Secinaro, Aurelio [2 ]
Muthurangu, Vivek [3 ]
Biancone, Paolo [1 ]
机构
[1] Univ Turin, Dept Management, Turin, Italy
[2] Osped Pediat Bambino Gesu, Rome, Italy
[3] UCL, Inst Child Hlth, London, England
关键词
Artificial intelligence; Healthcare; Patient data; Clinical decision-making; Management; BIBLIOMETRIC ANALYSIS; TECHNOLOGY; TOOL; NEED; ART;
D O I
10.1186/s12911-021-01488-9
中图分类号
R-058 [];
学科分类号
摘要
Background/Introduction Artificial intelligence (AI) in the healthcare sector is receiving attention from researchers and health professionals. Few previous studies have investigated this topic from a multi-disciplinary perspective, including accounting, business and management, decision sciences and health professions. Methods The structured literature review with its reliable and replicable research protocol allowed the researchers to extract 288 peer-reviewed papers from Scopus. The authors used qualitative and quantitative variables to analyse authors, journals, keywords, and collaboration networks among researchers. Additionally, the paper benefited from the Bibliometrix R software package. Results The investigation showed that the literature in this field is emerging. It focuses on health services management, predictive medicine, patient data and diagnostics, and clinical decision-making. The United States, China, and the United Kingdom contributed the highest number of studies. Keyword analysis revealed that AI can support physicians in making a diagnosis, predicting the spread of diseases and customising treatment paths. Conclusions The literature reveals several AI applications for health services and a stream of research that has not fully been covered. For instance, AI projects require skills and data quality awareness for data-intensive analysis and knowledge-based management. Insights can help researchers and health professionals understand and address future research on AI in the healthcare field.
引用
收藏
页数:23
相关论文
共 50 条
  • [1] The role of artificial intelligence in healthcare: a structured literature review
    Silvana Secinaro
    Davide Calandra
    Aurelio Secinaro
    Vivek Muthurangu
    Paolo Biancone
    BMC Medical Informatics and Decision Making, 21
  • [2] The role of artificial intelligence for management decision: a structured literature review
    Oppioli, Michele
    Sousa, Maria Jose
    Sousa, Miguel
    de Nuccio, Elbano
    MANAGEMENT DECISION, 2023,
  • [3] A Review of the Role of Artificial Intelligence in Healthcare
    Al Kuwaiti, Ahmed
    Nazer, Khalid
    Al-Reedy, Abdullah
    Al-Shehri, Shaher
    Al-Muhanna, Afnan
    Subbarayalu, Arun Vijay
    Al Muhanna, Dhoha
    Al-Muhanna, Fahad A.
    JOURNAL OF PERSONALIZED MEDICINE, 2023, 13 (06):
  • [4] The enlightening role of explainable artificial intelligence in medical & healthcare domains: A systematic literature review
    Ali, Subhan
    Akhlaq, Filza
    Imran, Ali Shariq
    Kastrati, Zenun
    Daudpota, Sher Muhammad
    Moosa, Muhammad
    COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 166
  • [5] Effects of Artificial Intelligence on Enterprise Architectures - A Structured Literature Review
    Rittelmeyer, Jack Daniel
    Sandkuhl, Kurt
    2021 IEEE 25TH INTERNATIONAL ENTERPRISE DISTRIBUTED OBJECT COMPUTING CONFERENCE WORKSHOPS (EDOCW 2021), 2021, : 130 - 137
  • [6] APPLICATIONS OF ARTIFICIAL INTELLIGENCE TECHNOLOGIES IN HEALTHCARE: A SYSTEMATIC LITERATURE REVIEW
    Atanasov, P.
    Gauthier, A.
    Lopes, R.
    VALUE IN HEALTH, 2018, 21 : S84 - S84
  • [7] Recent Advances of Artificial Intelligence in Healthcare: A Systematic Literature Review
    Kitsios, Fotis
    Kamariotou, Maria
    Syngelakis, Aristomenis I.
    Talias, Michael A.
    APPLIED SCIENCES-BASEL, 2023, 13 (13):
  • [8] Artificial intelligence in healthcare (Review)
    Alhejaily, Abdul-Mohsen G.
    BIOMEDICAL REPORTS, 2025, 22 (01)
  • [9] Role of Artificial Intelligence (AI) in Dentistry: A Literature Review
    Chakravorty, Shibani
    Aulakh, Basant Kaur
    Shil, Malabika
    Nepale, Mayuri
    Puthenkandathil, Rahul
    Syed, Wali
    JOURNAL OF PHARMACY AND BIOALLIED SCIENCES, 2024, 16 : S14 - S16
  • [10] Role of artificial intelligence in systematic literature review writing
    Meliante, Laura Antonia
    Coco, Giulia
    Manni, Gianluca
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2024, 65 (07)