Making progress with the automation of systematic reviews: principles of the International Collaboration for the Automation of Systematic Reviews (ICASR)

被引：0
|
作者：
Elaine Beller
Justin Clark
Guy Tsafnat
Clive Adams
Heinz Diehl
Hans Lund
Mourad Ouzzani
Kristina Thayer
James Thomas
Tari Turner
Jun Xia
Karen Robinson
Paul Glasziou
机构：
[1] Bond University,Centre for Research in Evidence
[2] Macquarie University,Based Practice
[3] University of Nottingham,Australian Institute of Health Innovation
[4] Bergen University College,Faculty of Medicine and Health Sciences
[5] Western Norway University of Applied Sciences,Centre for Evidence
[6] Hamad Bin Khalifa University,Based Practice
[7] PennState University,Qatar Computing Research Institute
[8] University College London,National Institute of Environmental Health Sciences
[9] Monash University,JHU Evidence
[10] Johns Hopkins University,based Practice Center
来源：
Systematic Reviews | / 7卷
关键词：
Systematic review; Automation; Collaboration;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Systematic reviews (SR) are vital to health care, but have become complicated and time-consuming, due to the rapid expansion of evidence to be synthesised. Fortunately, many tasks of systematic reviews have the potential to be automated or may be assisted by automation. Recent advances in natural language processing, text mining and machine learning have produced new algorithms that can accurately mimic human endeavour in systematic review activity, faster and more cheaply. Automation tools need to be able to work together, to exchange data and results. Therefore, we initiated the International Collaboration for the Automation of Systematic Reviews (ICASR), to successfully put all the parts of automation of systematic review production together. The first meeting was held in Vienna in October 2015. We established a set of principles to enable tools to be developed and integrated into toolkits.
引用
收藏
相关论文
共 50 条
  • [1] Making progress with the automation of systematic reviews: principles of the International Collaboration for the Automation of Systematic Reviews (ICASR)
    Beller, Elaine
    Clark, Justin
    Tsafnat, Guy
    Adams, Clive
    Diehl, Heinz
    Lund, Hans
    Ouzzani, Mourad
    Thayer, Kristina
    Thomas, James
    Turner, Tari
    Xia, Jun
    Robinson, Karen
    Glasziou, Paul
    SYSTEMATIC REVIEWS, 2018, 7
  • [2] Moving toward the automation of the systematic review process: a summary of discussions at the second meeting of International Collaboration for the Automation of Systematic Reviews (ICASR)
    Annette M. O’Connor
    Guy Tsafnat
    Stephen B. Gilbert
    Kristina A. Thayer
    Mary S. Wolfe
    Systematic Reviews, 7
  • [3] Moving toward the automation of the systematic review process: a summary of discussions at the second meeting of International Collaboration for the Automation of Systematic Reviews (ICASR)
    O'Connor, Annette M.
    Tsafnat, Guy
    Gilbert, Stephen B.
    Thayer, Kristina A.
    Wolfe, Mary S.
    SYSTEMATIC REVIEWS, 2018, 7
  • [4] Large language models, updates, and evaluation of automation tools for systematic reviews: a summary of significant discussions at the eighth meeting of the International Collaboration for the Automation of Systematic Reviews (ICASR)
    O'Connor, Annette M.
    Clark, Justin
    Thomas, James
    Spijker, Rene
    Kusa, Wojciech
    Walker, Vickie R.
    Bond, Melissa
    SYSTEMATIC REVIEWS, 2024, 13 (01)
  • [5] Still moving toward automation of the systematic review process: a summary of discussions at the third meeting of the International Collaboration for Automation of Systematic Reviews (ICASR)
    Annette M. O’Connor
    Guy Tsafnat
    Stephen B. Gilbert
    Kristina A. Thayer
    Ian Shemilt
    James Thomas
    Paul Glasziou
    Mary S. Wolfe
    Systematic Reviews, 8
  • [6] Still moving toward automation of the systematic review process: a summary of discussions at the third meeting of the International Collaboration for Automation of Systematic Reviews (ICASR)
    O'Connor, Annette M.
    Tsafnat, Guy
    Gilbert, Stephen B.
    Thayer, Kristina A.
    Shemilt, Ian
    Thomas, James
    Glasziou, Paul
    Wolfe, Mary S.
    SYSTEMATIC REVIEWS, 2019, 8 (1)
  • [7] The automation of systematic reviews
    Tsafnat, Guy
    Dunn, Adam
    Glasziou, Paul
    Coiera, Enrico
    BMJ-BRITISH MEDICAL JOURNAL, 2013, 346
  • [8] Usage of automation tools in systematic reviews
    van Altena, A. J.
    Spijker, R.
    Olabarriaga, S. D.
    RESEARCH SYNTHESIS METHODS, 2019, 10 (01) : 72 - 82
  • [9] Automation of systematic literature reviews: A systematic literature review
    van Dinter, Raymon
    Tekinerdogan, Bedir
    Catal, Cagatay
    INFORMATION AND SOFTWARE TECHNOLOGY, 2021, 136
  • [10] Advanced analytics for the automation of medical systematic reviews
    Timsina, Prem
    Liu, Jun
    El-Gayar, Omar
    INFORMATION SYSTEMS FRONTIERS, 2016, 18 (02) : 237 - 252
12345