Big Data for Precision Medicine

被引:31
|
作者
Leff, Daniel Richard [1 ]
Yang, Guang-Zhong [1 ]
机构
[1] Imperial Coll London, Hamlyn Ctr, South Kensington Campus, London SW7 2AZ, England
基金
英国工程与自然科学研究理事会;
关键词
big data; biosensors; body-sensing networks; implantable sensors; clinical decision support systems; pharmacogenetics; mHealth;
D O I
10.15302/J-ENG-2015075
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This article focuses on the potential impact of big data analysis to improve health, prevent and detect disease at an earlier stage, and personalize interventions. The role that big data analytics may have in interrogating the patient electronic health record toward improved clinical decision support is discussed. We examine developments in pharmacogenetics that have increased our appreciation of the reasons why patients respond differently to chemotherapy. We also assess the expansion of online health communications and the way in which this data may be capitalized on in order to detect public health threats and control or contain epidemics. Finally, we describe how a new generation of wearable and implantable body sensors may improve wellbeing, streamline management of chronic diseases, and improve the quality of surgical implants.
引用
收藏
页码:277 / 279
页数:3
相关论文
共 50 条
  • [1] Big Data and the Precision Medicine Revolution
    Hopp, Wallace J.
    Li, Jun
    Wang, Guihua
    [J]. PRODUCTION AND OPERATIONS MANAGEMENT, 2018, 27 (09) : 1647 - 1664
  • [2] From Big Data to Precision Medicine
    Hulsen, Tim
    Jamuar, Saumya S.
    Moody, Alan R.
    Karnes, Jason H.
    Varga, Orsolya
    Hedensted, Stine
    Spreafico, Roberto
    Hafler, David A.
    McKinney, Eoin F.
    [J]. FRONTIERS IN MEDICINE, 2019, 6
  • [3] Big data in the era of precision medicine: big promise or big liability?
    Issa, Amalia M.
    Marchant, Gary E.
    Campos-Outcalt, Douglas
    [J]. PERSONALIZED MEDICINE, 2016, 13 (04) : 283 - 285
  • [5] Importance of Big Data in Precision and Personalized Medicine
    Naqvi, Muhammad Raza
    Jaffar, Muhammad Arfan
    Aslam, Muhammad
    Shahzad, Syed Khuram
    Iqbal, Muhammad Waseem
    Farooq, Amjad
    [J]. 2ND INTERNATIONAL CONGRESS ON HUMAN-COMPUTER INTERACTION, OPTIMIZATION AND ROBOTIC APPLICATIONS (HORA 2020), 2020, : 116 - 121
  • [7] Epidemiology in wonderland: Big Data and precision medicine
    Saracci, Rodolfo
    [J]. EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2018, 33 (03) : 245 - 257
  • [8] The path from big data to precision medicine
    Huang, Bevan E.
    Mulyasasmita, Widya
    Rajagopal, Gunaretnam
    [J]. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT, 2016, 1 (02): : 129 - 143
  • [9] Generating Proteomic Big Data for Precision Medicine
    Yue, Liang
    Zhang, Fangfei
    Sun, Rui
    Sun, Yaoting
    Yuan, Chunhui
    Zhu, Yi
    Guo, Tiannan
    [J]. PROTEOMICS, 2020, 20 (21-22)