Federated EHR: How to improve data quality maintaining privacy

被引:0
|
作者
Chiasera, Annamaria [1 ]
Toai, Tefo James [2 ]
Bogoni, Leandro Paulo [1 ]
Armellin, Giampaolo [2 ]
Jara, Juan Jose [1 ]
机构
[1] DISI, University of Trento, Trento, 38100, Italy
[2] GPI SpA, Via Ragazzi del 99, 13 - Trento, 38100, Italy
来源
2011 IST-Africa Conference Proceedings, IST 2011 | 2011年
关键词
D O I
暂无
中图分类号
学科分类号
摘要
6
引用
收藏
相关论文
共 50 条
  • [1] Structured data quality reports to improve EHR data quality
    Taggart, Jane
    Liaw, Siaw-Teng
    Yu, Hairong
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2015, 84 (12) : 1094 - 1098
  • [2] The need for technical solutions for maintaining the privacy of EHR
    Ray, Pradeep
    Wimalasiri, Jaminda
    2006 28TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-15, 2006, : 6076 - +
  • [3] Quality Evidence, Quality Decisions: Ways to Improve Security and Privacy of EHR Systems
    Osop, Hamzah
    Sahama, Tony
    2016 IEEE 18TH INTERNATIONAL CONFERENCE ON E-HEALTH NETWORKING, APPLICATIONS AND SERVICES (HEALTHCOM), 2016, : 31 - 36
  • [4] Differential Privacy: Exploring Federated Learning Privacy Issue to Improve Mobility Quality
    Gomes, Gabriel L.
    da Cunha, Felipe D.
    Villas, Leandro A.
    2023 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS, LATINCOM, 2023,
  • [5] Identifying opportunities in EHR to improve the quality of antibiotic allergy data
    Moskow, Jaclynn M.
    Cook, Nicole
    Champion-Lippmann, Carisa
    Amofah, Saint Anthony
    Garcia, Angela S.
    JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2016, 23 (E1) : E108 - E112
  • [6] A federated EHR network data completeness tracking system
    Estiri, Hossein
    Klann, Jeffrey G.
    Weiler, Sarah R.
    Alema-Mensah, Ernest
    Applegate, R. Joseph
    Lozinski, Galina
    Patibandla, Nandan
    Wei, Kun
    Adams, William G.
    Natter, Marc D.
    Ofili, Elizabeth O.
    Ostasiewski, Brian
    Quarshie, Alexander
    Rosenthal, Gary E.
    Bernstam, Elmer V.
    Mandl, Kenneth D.
    Murphy, Shawn N.
    JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2019, 26 (07) : 637 - 645
  • [7] Maintaining Privacy in Face Recognition Using Federated Learning Method
    Woubie, Abraham
    Solomon, Enoch
    Attieh, Joseph
    IEEE ACCESS, 2024, 12 : 39603 - 39613
  • [8] Maintaining Privacy in Medical Imaging with Federated Learning, Deep Learning, Differential Privacy, and Encrypted Computation
    Shah, Unnati
    Dave, Ishita
    Malde, Jeel
    Mehta, Jalpa
    Kodeboyina, Srikanth
    2021 6TH INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT), 2021,
  • [9] Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes
    Patel, Malhar
    Dayan, Ittai
    Fishman, Elliot K.
    Flores, Mona
    Gilbert, Fiona J.
    Guindy, Michal
    Koay, Eugene J.
    Rosenthal, Michael
    Roth, Holger R.
    Linguraru, Marius G.
    HEALTH INFORMATICS JOURNAL, 2023, 29 (04)
  • [10] Privacy-preserving federated learning based on partial low-quality data
    Wang, Huiyong
    Wang, Qi
    Ding, Yong
    Tang, Shijie
    Wang, Yujue
    JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS, 2024, 13 (01):