The benefits and challenges of opening toxicology control data

被引:0
|
作者
Currie, Richard A. [1 ]
Dodds, Leigh [2 ]
机构
[1] Syngenta Jealotts Hill Int Res Ctr, Bracknell RG42 6EY, Berks, England
[2] Open Data Inst, London, England
关键词
D O I
10.1039/c7tx00071e
中图分类号
R99 [毒物学(毒理学)];
学科分类号
100405 ;
摘要
Open data is data that anyone can access, use and share. There is growing evidence that open data can improve the quality of scientific research, enabling researchers to maximise the value gained from collected data. To reduce unnecessary animal studies, EU and US legislation requires data sharing between organisations seeking to manufacture or import the same substances. But sharing is typically conducted via a compensation scheme that restricts other potential uses. This article discusses the benefits and challenges of a more open and structured approach towards sharing historical control data. This may then serve as a template for the eventual sharing of all toxicology data.
引用
收藏
页码:578 / 579
页数:2
相关论文
共 50 条
  • [1] Opening government health data to the public: benefits, challenges, and lessons learned from early innovators
    Martin, Erika G.
    Begany, Grace M.
    JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2017, 24 (02) : 345 - 351
  • [2] THE BENEFITS OF A COMPUTERIZED DATA-COLLECTION SYSTEM FOR TOXICOLOGY STUDIES
    GOODYER, MJ
    BOTHAMLEY, P
    GALLAGHER, RH
    MEDICAL INFORMATICS, 1985, 10 (02): : 179 - 181
  • [3] Exploring the Benefits and Challenges of Big Data
    Farooq, Usman
    NEW INDUSTRIALIZATION AND URBANIZATION DEVELOPMENT ANNUAL CONFERENCE: THE INTERNATIONAL FORUM ON NEW INDUSTRIALIZATION DEVELOPMENT IN BIG-DATA ERA, 2015, : 606 - 621
  • [4] Prospects and challenges of multi-omics data integration in toxicology
    Canzler, Sebastian
    Schor, Jana
    Busch, Wibke
    Schubert, Kristin
    Rolle-Kampczyk, Ulrike E.
    Seitz, Herve
    Kamp, Hennicke
    von Bergen, Martin
    Buesen, Roland
    Hackermueller, Joerg
    ARCHIVES OF TOXICOLOGY, 2020, 94 (02) : 371 - 388
  • [5] Quantifying the Benefits of Imputation over QSAR Methods in Toxicology Data Modeling
    Whitehead, Thomas M.
    Strickland, Joel
    Conduit, Gareth J.
    Borrel, Alexandre
    Mucs, Daniel
    Baskerville-Abraham, Irene
    JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2023, 64 (07) : 2624 - 2636
  • [6] Prospects and challenges of multi-omics data integration in toxicology
    Sebastian Canzler
    Jana Schor
    Wibke Busch
    Kristin Schubert
    Ulrike E. Rolle-Kampczyk
    Hervé Seitz
    Hennicke Kamp
    Martin von Bergen
    Roland Buesen
    Jörg Hackermüller
    Archives of Toxicology, 2020, 94 : 371 - 388
  • [7] Patient generated health data: Benefits and challenges
    Omoloja, Abiodun
    Vundavalli, Shravani
    CURRENT PROBLEMS IN PEDIATRIC AND ADOLESCENT HEALTH CARE, 2021, 51 (11)
  • [8] Benefits and Challenges of Managing Heterogeneous Data Centers
    Hwang, Jinho
    Zeng, Sai
    Wu, Frederick Y.
    Wood, Timothy
    2013 IFIP/IEEE INTERNATIONAL SYMPOSIUM ON INTEGRATED NETWORK MANAGEMENT (IM 2013), 2013, : 1060 - 1065
  • [9] Benefits and Challenges in the Use of Big Data and AI
    Bacon, Liz
    2018 19TH IEEE/ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING (SNPD), 2018, : 1 - 1
  • [10] Benefits and Security Challenges of Big Data Analytics
    Iliev, Alexander I.
    DIGITAL PRESENTATION AND PRESERVATION OF CULTURAL AND SCIENTIFIC HERITAGE, 2023, 13 : 169 - 180