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
来源：
BMC Medical Research Methodology | / 22卷
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
  • [21] Use of machine learning in pediatric surgical clinical prediction tools: A systematic review
    Bianco, Amanda
    Al-Azzawi, Zaid A. M.
    Guadagno, Elena
    Osmanlliu, Esli
    Gravel, Jocelyn
    Poenaru, Dan
    JOURNAL OF PEDIATRIC SURGERY, 2023, 58 (05) : 908 - 916
  • [22] Applications of Machine Learning to Optimize Tennis Performance: A Systematic Review
    Sampaio, Tatiana
    Oliveira, Joao P.
    Marinho, Daniel A.
    Neiva, Henrique P.
    Morais, Jorge E.
    APPLIED SCIENCES-BASEL, 2024, 14 (13):
  • [23] Exploring the impact of machine learning on dance performance: a systematic review
    Nogueira, Maria Rita
    Menezes, Paulo
    de Carvalho, Jose Macas
    INTERNATIONAL JOURNAL OF PERFORMANCE ARTS AND DIGITAL MEDIA, 2024, 20 (01) : 60 - 109
  • [24] SyROCCo: enhancing systematic reviews using machine learning
    Fang, Zheng
    Arana-Catania, Miguel
    van Lier, Felix-Anselm
    Velarde, Juliana Outes
    Bregazzi, Harry
    Airoldi, Mara
    Carter, Eleanor
    Procter, Rob
    DATA & POLICY, 2024, 6 : 1 - 20
  • [25] Machine Learning Assisted Citation Screening for Systematic Reviews
    Dhrangadhariya, Anjani
    Hilfiker, Roger
    Schaer, Roger
    Mueller, Henning
    DIGITAL PERSONALIZED HEALTH AND MEDICINE, 2020, 270 : 302 - 306
  • [26] Multicategory ψ-learning and support vector machine:: Computational tools
    Liu, YF
    Shen, XT
    Doss, H
    JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2005, 14 (01) : 219 - 236
  • [27] Polypharmacology computational tools: Machine learning with Bayesian classifiers
    Jenkins, Jeremy L.
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2013, 246
  • [28] Machine Learning in Gamification and Gamification in Machine Learning: A Systematic Literature Mapping
    Swacha, Jakub
    Gracel, Michal
    APPLIED SCIENCES-BASEL, 2023, 13 (20):
  • [29] A Systematic Literature Review on Regression Machine Learning for Urban Flood Hazard Mapping
    El Baida, Maelaynayn
    Boushaba, Farid
    Chourak, Mimoun
    Hosni, Mohamed
    Zahaf, Toufik
    Sabar, Hichame
    DIGITAL TECHNOLOGIES AND APPLICATIONS, ICDTA 2024, VOL 1, 2024, 1098 : 42 - 51
  • [30] A Systematic Literature Review on Classification Machine Learning for Urban Flood Hazard Mapping
    El Baida, Maelaynayn
    Hosni, Mohamed
    Boushaba, Farid
    Chourak, Mimoun
    WATER RESOURCES MANAGEMENT, 2024, 38 (15) : 5823 - 5864
12345