A Framework for Big Data Technology in Health and Healthcare

被引:0
|
作者
Sheeran, Megan [1 ]
Steele, Robert [1 ]
机构
[1] Florida Polytech Univ, Dept Data Analyt, Lakeland, FL 33805 USA
关键词
big data; healthcare; value based care; big data technologies; consumer health data;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Big data technologies can have particular importance in the field of healthcare. The volume of data available in digital form pertaining to the health of individuals has already become huge and is rapidly growing. It includes both the traditional clinically collected data, administrative data and increasingly other health and contextual sensor data collected in non-clinical settings. While the importance of analytics to healthcare is increasingly recognized, the healthcare industry is yet to fully harness the emergence of big data technologies specifically for carrying out analytics and to fully recognize the implications for healthcare. In this paper, we introduce a framework to help organize and guide the understanding of the application of big data technologies for processing health and healthcare data.
引用
收藏
页码:401 / 407
页数:7
相关论文
共 50 条
  • [21] Towards a Technology Roadmap for Big Data Applications in the Healthcare Domain
    Zillner, Sonja
    Oberkampf, Heiner
    Bretschneider, Claudia
    Zaveri, Amrapali
    Faix, Werner
    Neururer, Sabrina
    2014 IEEE 15TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI), 2014, : 291 - 296
  • [22] Health Big Data Analytics: A Technology Survey
    Harerimana, Gaspard
    Jang, Beakcheol
    Kim, Jong Wook
    Park, Hung Kook
    IEEE ACCESS, 2018, 6 : 65661 - 65678
  • [23] Conceptual Framework of the Impact of Health Technology on Healthcare System
    Farid, Samar F.
    FRONTIERS IN PHARMACOLOGY, 2019, 10
  • [24] The Assessment of Big Data Adoption Readiness with a Technology-Organization-Environment Framework: A Perspective towards Healthcare Employees
    Ghaleb, Ebrahim A. A.
    Dominic, P. D. D.
    Fati, Suliman Mohamed
    Muneer, Amgad
    Ali, Rao Faizan
    SUSTAINABILITY, 2021, 13 (15)
  • [25] Openness in Big Data and Data RepositoriesThe Application of an Ethics Framework for Big Data in Health and Research
    Vicki Xafis
    Markus K. Labude
    Asian Bioethics Review, 2019, 11 : 255 - 273
  • [26] Openness in Big Data and Data Repositories: The Application of an Ethics Framework for Big Data in Health and Research
    Xafis, Vicki
    Labude, Markus K.
    ASIAN BIOETHICS REVIEW, 2019, 11 (03) : 255 - 273
  • [27] Precision Medicine and Big Data: The Application of an Ethics Framework for Big Data in Health and Research
    Schaefer, G. Owen
    Tai, E. Shyong
    Sun, Shirley
    ASIAN BIOETHICS REVIEW, 2019, 11 (03) : 275 - 288
  • [28] Bringing Big Data to Personalized Healthcare: A Patient-Centered Framework
    Nitesh V. Chawla
    Darcy A. Davis
    Journal of General Internal Medicine, 2013, 28 : 660 - 665
  • [29] Bringing Big Data to Personalized Healthcare: A Patient-Centered Framework
    Chawla, Nitesh V.
    Davis, Darcy A.
    JOURNAL OF GENERAL INTERNAL MEDICINE, 2013, 28 : S660 - S665
  • [30] IoT, Cloud Computing and Big Data: Integrated Framework for Healthcare in Disasters
    Madanian, Samaneh
    Parry, Dave
    MEDINFO 2019: HEALTH AND WELLBEING E-NETWORKS FOR ALL, 2019, 264 : 998 - 1002