Applied computer technologies in clinical decision support systems for pain management: A systematic review

被引:0
|
作者
机构
[1] Pombo, Nuno
[2] Araújo, Pedro
[3] Viana, Joaquim
来源
Pombo, N. (ngpombo@ubi.pt) | 1600年 / IOS Press BV卷 / 26期
关键词
Clinical decision support systems - Clinical practices - Computer technology - Electronic database - Rule based algorithms - Statistical learning - Systematic Review - Web-based interface;
D O I
10.3233/IFS-912
中图分类号
学科分类号
摘要
Millions of people around the world suffer from pain, acute or chronic and this raises the importance of its screening, assessment and treatment. Pain, is highly subjective and the use of clinical decision support systems (CDSSs) can play an important part in improving the accuracy of pain assessment, and lead to better clinical practices. This review examines CDSSs, in relation to computer technologies and was conducted with the following electronic databases: CiteSeerx, IEEE Xplore, ISI Web of Knowledge, Mendeley, Microsoft Academic Search, PubMed, Science Accelerator, Science.gov, ScienceDirect, SpringerLink, and The Cochrane Library. The studies referenced were compiled with several criteria in mind. Firstly, that they constituted a decision support system. Secondly, that study data included pain values or results based on the detection of pain. Thirdly, that they were published in English, between 1992 and 2011, and finally that they focused on patients with acute or chronic pain. In total, thirty-nine studies highlighted the following topics: rule based algorithms, artificial neural networks, rough and fuzzy sets, statistical learning algorithms, terminologies, questionnaires and scores. The median accuracy ranged from 53% to 87.5%. The lack of integration with mobile devices, the limited use of web-based interfaces and the scarcity of systems that allow for data to be inserted by patients were all limitations that were detected. © 2014 - IOS Press and the authors.
引用
收藏
相关论文
共 50 条
  • [31] A systematic review on the effectiveness and impact of clinical decision support systems for breathlessness
    Sunjaya, Anthony P.
    Ansari, Sameera
    Jenkins, Christine R.
    NPJ PRIMARY CARE RESPIRATORY MEDICINE, 2022, 32 (01)
  • [32] Systematic review of clinical decision support systems for breathlessness in outpatient settings
    Sunjaya, Anthony Paulo
    Ansari, Sameera
    Jenkins, Christine
    EUROPEAN RESPIRATORY JOURNAL, 2021, 58
  • [33] XAI-Based Clinical Decision Support Systems: A Systematic Review
    Kim, Se Young
    Kim, Dae Ho
    Kim, Min Ji
    Ko, Hyo Jin
    Jeong, Ok Ran
    APPLIED SCIENCES-BASEL, 2024, 14 (15):
  • [34] The effects of clinical decision support systems on insulin use: A systematic review
    Jia, Pengli
    Jia, Pengyan
    Chen, JingJing
    Zhao, Pujing
    Zhang, Mingming
    JOURNAL OF EVALUATION IN CLINICAL PRACTICE, 2020, 26 (04) : 1292 - 1301
  • [35] Computerized clinical decision support systems for drug prescribing and management: A decision-maker-researcher partnership systematic review
    Hemens, Brian J.
    Holbrook, Anne
    Tonkin, Marita
    Mackay, Jean A.
    Weise-Kelly, Lorraine
    Navarro, Tamara
    Wilczynski, Nancy L.
    Haynes, R. Brian
    IMPLEMENTATION SCIENCE, 2011, 6
  • [36] Effects of computer-based clinical decision support systems on physician performance and patient outcomes - A systematic review
    Hunt, DL
    Haynes, RB
    Hanna, SE
    Smith, K
    JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1998, 280 (15): : 1339 - 1346
  • [37] Computerized clinical decision support systems for chronic disease management: A decision-maker-researcher partnership systematic review
    Roshanov, Pavel S.
    Misra, Shikha
    Gerstein, Hertzel C.
    Garg, Amit X.
    Sebaldt, Rolf J.
    Mackay, Jean A.
    Weise-Kelly, Lorraine
    Navarro, Tamara
    Wilczynski, Nancy L.
    Haynes, R. Brian
    IMPLEMENTATION SCIENCE, 2011, 6
  • [38] Computerized clinical decision support systems for drug prescribing and management: A decision-maker-researcher partnership systematic review
    Brian J Hemens
    Anne Holbrook
    Marita Tonkin
    Jean A Mackay
    Lorraine Weise-Kelly
    Tamara Navarro
    Nancy L Wilczynski
    R Brian Haynes
    Implementation Science, 6
  • [39] Computerized clinical decision support systems for chronic disease management: A decision-maker-researcher partnership systematic review
    Pavel S Roshanov
    Shikha Misra
    Hertzel C Gerstein
    Amit X Garg
    Rolf J Sebaldt
    Jean A Mackay
    Lorraine Weise-Kelly
    Tamara Navarro
    Nancy L Wilczynski
    R Brian Haynes
    Implementation Science, 6
  • [40] A systematic review of clinical decision support systems for antimicrobial management: are we failing to investigate these interventions appropriately?
    Rawson, T. M.
    Moore, L. S. P.
    Hernandez, B.
    Charani, E.
    Castro-Sanchez, E.
    Herrero, P.
    Hayhoe, B.
    Hope, W.
    Georgiou, P.
    Holmes, A. H.
    CLINICAL MICROBIOLOGY AND INFECTION, 2017, 23 (08) : 524 - 532