Challenges and Opportunities for Data Science in Women's Health

被引:2
|
作者
Edwards, Todd L. [1 ,2 ]
Greene, Catherine A. [2 ,3 ]
Piekos, Jacqueline A. [2 ,3 ]
Hellwege, Jacklyn N. [2 ,4 ]
Hampton, Gabrielle [1 ,2 ]
Jasper, Elizabeth A. [3 ,5 ]
Edwards, Digna R. Velez [2 ,3 ,6 ]
机构
[1] Vanderbilt Univ, Div Epidemiol, Dept Med, Med Ctr, Nashville, TN USA
[2] Vanderbilt Univ, Vanderbilt Genet Inst, Med Ctr, Nashville, TN 37235 USA
[3] Vanderbilt Univ, Div Quantitat Sci, Dept Obstet & Gynecol, 221 Kirkland Hall, Nashville, TN 37235 USA
[4] Vanderbilt Univ, Div Med Genet, Dept Med, Med Ctr, Nashville, TN USA
[5] Vanderbilt Univ, Ctr Precis Med, Med Ctr, Nashville, TN USA
[6] Vanderbilt Univ, Dept Biomed Informat, Med Ctr, Nashville, TN 37235 USA
来源
ANNUAL REVIEW OF BIOMEDICAL DATA SCIENCE | 2023年 / 6卷
基金
美国国家卫生研究院;
关键词
data science; biomedical research; reproductive health; gynecologic health; electronic health records; women's health; HORMONE-THERAPY; PREDICTIVE MODELS; SEX-DIFFERENCES; DISEASE; CANCER; RISK; ENDOMETRIOSIS; PARTICIPATION; DISPARITIES; ASSOCIATION;
D O I
10.1146/annurev-biodatasci-020722-105958
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The intersection of women's health and data science is a field of research that has historically trailed other fields, but more recently it has gained momentum. This growth is being driven not only by new investigators who are moving into this area but also by the significant opportunities that have emerged in new methodologies, resources, and technologies in data science. Here, we describe some of the resources and methods being used by women's health researchers today to meet challenges in biomedical data science. We also describe the opportunities and limitations of applying these approaches to advance women's health outcomes and the future of the field, with emphasis on repurposing existing methodologies for women's health.
引用
收藏
页码:23 / 45
页数:23
相关论文
共 50 条
  • [41] GWHR Conference Abstracts Global Trends in Women's Health: Challenges and Opportunities Abstracts
    不详
    LINACRE QUARTERLY, 2011, 78 (02): : 192 - 194
  • [42] Public Health Nursing in the 21st Century: Challenges and Opportunities for Women and Children's Health
    Peckover, Sue
    Mogotlane, Sophie
    Glavin, Kari
    Aston, Megan
    NURSING RESEARCH AND PRACTICE, 2013, 2013
  • [43] Public health and political science: challenges and opportunities for a productive partnership
    Fafard, P.
    Cassola, A.
    PUBLIC HEALTH, 2020, 186 : 107 - 109
  • [44] The role of nursing in digital health: Opportunities and challenges for the science of care
    Benavente-Rubio, Antonia
    REVISTA MEDICA CLINICA LAS CONDES, 2022, 33 (06): : 598 - 603
  • [45] Dairy science and health in the tropics: challenges and opportunities for the next decades
    Hernandez-Castellano, Lorenzo E.
    Nally, Jarlath E.
    Lindahl, Johanna
    Wanapat, Metha
    Alhidary, Ibrahim A.
    Fangueiro, David
    Grace, Delia
    Ratto, Marcelo
    Bambou, Jean Christophe
    de Almeida, Andre M.
    TROPICAL ANIMAL HEALTH AND PRODUCTION, 2019, 51 (05) : 1009 - 1017
  • [46] Dairy science and health in the tropics: challenges and opportunities for the next decades
    Lorenzo E. Hernández-Castellano
    Jarlath E. Nally
    Johanna Lindahl
    Metha Wanapat
    Ibrahim A. Alhidary
    David Fangueiro
    Delia Grace
    Marcelo Ratto
    Jean Christophe Bambou
    André M. de Almeida
    Tropical Animal Health and Production, 2019, 51 : 1009 - 1017
  • [47] Health Research in the Wake of Disasters: Challenges and Opportunities for Sensor Science
    Volckens, John
    Haynes, Erin N.
    Croisant, Sharon P.
    Cui, Yuxia
    Errett, Nicole A.
    Henry, Heather F.
    Horney, Jennifer A.
    Kwok, Richard K.
    Magzamen, Sheryl
    Rappold, Ana G.
    Ravichandran, Lingamanaidu
    Reinlib, Les
    Ryan, Patrick H.
    Shaughnessy, Daniel T.
    ENVIRONMENTAL HEALTH PERSPECTIVES, 2023, 131 (06)
  • [48] Social media as a platform for science and health engagement: challenges and opportunities
    Dixon, Graham
    ISRAEL JOURNAL OF HEALTH POLICY RESEARCH, 2016, 5
  • [49] Social media as a platform for science and health engagement: challenges and opportunities
    Graham Dixon
    Israel Journal of Health Policy Research, 5
  • [50] Meeting the data needs: Opportunities and challenges at the National Science Foundation
    Carlson, Lynda T.
    U.S. SCIENFIFIC AND TECHNICAL WORKFORCE: IMPRIVING DATA FOR DECISIONMAKING, 2004, : 69 - 81