Machine learning computational tools to assist the performance of systematic reviews: A mapping review

被引:0
|
作者
Ramon Cierco Jimenez
Teresa Lee
Nicolás Rosillo
Reynalda Cordova
Ian A Cree
Angel Gonzalez
Blanca Iciar Indave Ruiz
机构
[1] International Agency for Research on Cancer (IARC/WHO),Laboratori de Medicina Computacional, Unitat de Bioestadística, Facultat de Medicina
[2] Evidence Synthesis and Classification Branch,Servicio de Medicina Preventiva
[3] Universitat Autònoma de Barcelona,Department of Nutritional Sciences
[4] International Agency for Research on Cancer (IARC/WHO),undefined
[5] Services to Science and Research Branch,undefined
[6] Hospital Universitario 12 de Octubre,undefined
[7] International Agency for Research on Cancer (IARC/WHO),undefined
[8] Nutrition and Metabolism Branch,undefined
[9] University of Vienna,undefined
关键词
Systematic reviews; Mapping review; Evidence-based practice; Software development; Machine learning; Automatization;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [31] Applying Generative Machine Learning to Intrusion Detection: A Systematic Mapping Study and Review
    Halvorsen, James
    Izurieta, Clemente
    Cai, Haipeng
    Gebremedhin, Assefaw
    ACM COMPUTING SURVEYS, 2024, 56 (10)
  • [32] Machine learning-based farm risk management: A systematic mapping review
    Ghaffarian, Saman
    van der Voort, Mariska
    Valente, Joao
    Tekinerdogan, Bedir
    de Mey, Yann
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2022, 192
  • [33] Computational Biomechanics of Sleep: A Systematic Mapping Review
    Cheng, Ethan Shiu-Wang
    Lai, Derek Ka-Hei
    Mao, Ye-Jiao
    Lee, Timothy Tin-Yan
    Lam, Wing-Kai
    Cheung, James Chung-Wai
    Wong, Duo Wai-Chi
    Tse, Kwong Ming
    BIOENGINEERING-BASEL, 2023, 10 (08):
  • [34] Apps As Learning Tools: A Systematic Review
    Griffith, Shayl F.
    Hagan, Mary B.
    Heymann, Perrine
    Heflin, Brynna H.
    Bagner, Daniel M.
    PEDIATRICS, 2020, 145 (01)
  • [35] Machine learning tools for automatic mapping of Martian landforms
    Stepinski, Tomasz
    Vilalta, Ricardo
    Ghosh, Soumya
    IEEE INTELLIGENT SYSTEMS, 2007, 22 (06) : 100 - 106
  • [36] MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE FOR SUPPORTING SYSTEMATIC REVIEWS: A SYSTEMATIC REVIEW OF RECENT METHODOLOGICAL DEVELOPMENTS AND RECOMMENDATIONS FOR IMPLEMENTATION
    Belisario, J. Marcano
    Lunan, M.
    Hawe, E.
    Thurairajah, S.
    VALUE IN HEALTH, 2024, 27 (12)
  • [37] Machine learning and soil sciences: a review aided by machine learning tools
    Padarian, Jose
    Minasny, Budiman
    Mcbratney, Alex B.
    SOIL, 2020, 6 (01) : 35 - 52
  • [38] Quality assessment tools used in systematic reviews of in vitro studies: A systematic review
    Linh Tran
    Dao Ngoc Hien Tam
    Elshafay, Abdelrahman
    Dang, Thao
    Hirayama, Kenji
    Huy, Nguyen Tien
    BMC MEDICAL RESEARCH METHODOLOGY, 2021, 21 (01)
  • [39] Quality assessment tools used in systematic reviews of in vitro studies: A systematic review
    Linh Tran
    Dao Ngoc Hien Tam
    Abdelrahman Elshafay
    Thao Dang
    Kenji Hirayama
    Nguyen Tien Huy
    BMC Medical Research Methodology, 21
  • [40] Machine learning for screening prioritization in systematic reviews: comparative performance of Abstrackr and EPPI-Reviewer
    Amy Y. Tsou
    Jonathan R. Treadwell
    Eileen Erinoff
    Karen Schoelles
    Systematic Reviews, 9