Knowledge management in e-health - The cardiac rehabilitation home monitoring system

被引:0
|
作者
Lou, Dafu [1 ,2 ]
Yeap, Tet Hin [1 ]
Cheung, Shu-Tim [3 ]
机构
[1] Univ Ottawa, SITE, Ottawa, ON K1N 6N5, Canada
[2] Beijing Univ Posts & Telecommun, SEE, Beijing 100876, Peoples R China
[3] Univ Ottawa, Heart Inst, Ottawa, ON K1Y 4W7, Canada
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Knowledge Discovery (KD) has been adapted successfully by many industries into their business processes. However, there are not too many successful cases in the healthcare sector. One particular impediment is the difficulty of organizing massive healthcare data/information in an implemental e-health system. This paper introduces three basic implementation problems related to this, namely the knowledge management (KM), the system framework, and the knowledge discovery. A two-layer knowledge management model, three-tier system architecture, and a neural network based algorithm have been proposed to solve each issue. An e-health application developed at the University of Ottawa Heart Institute has been presented as an illustration for the proposed KD models.
引用
收藏
页码:229 / +
页数:2
相关论文
共 50 条
  • [1] An Improved Performance of Home E-health Portable Monitoring System
    Vijay, Anand K. M.
    Pasha, Nisar S. B.
    Gowda, Naresh D.
    Reddy, Nagendra S.
    Mithun, S.
    2017 2ND IEEE INTERNATIONAL CONFERENCE ON RECENT TRENDS IN ELECTRONICS, INFORMATION & COMMUNICATION TECHNOLOGY (RTEICT), 2017, : 2222 - 2226
  • [2] An E-health approach for remote cardiac rehabilitation
    Iancu-Constantin, Radu
    Serbanati, Luca Dan
    Chera, Catalin
    Gheorghe-Pop, Ilie-Daniel
    Ertl, Benjamin
    2015 20TH INTERNATIONAL CONFERENCE ON CONTROL SYSTEMS AND COMPUTER SCIENCE, 2015, : 205 - 210
  • [3] A KNOWLEDGE MANAGEMENT SERVICE FOR E-HEALTH
    Berni, Flora
    Corriero, Nicola
    Pesare, Enrica
    Rossano, Veronica
    Roselli, Teresa
    6TH INTERNATIONAL CONFERENCE OF EDUCATION, RESEARCH AND INNOVATION (ICERI 2013), 2013, : 488 - 493
  • [4] Patient Health Management System using e-Health Monitoring Architecture
    Mukherjee, Srijani
    Dolui, Koustabh
    Datta, Soumya Kanti
    SOUVENIR OF THE 2014 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC), 2014, : 400 - 405
  • [5] Patient Health Management System using e-Health Monitoring Architecture
    Baswa, Madhuri
    Karthik, R.
    Natarajan, P. B.
    Jyothi, K.
    Annapurna, B.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT SUSTAINABLE SYSTEMS (ICISS 2017), 2017, : 1120 - 1124
  • [6] E-Health Monitoring System for the Aged
    Ibhaze, Augustus E.
    Idachaba, Francis E.
    Eleanor, Ezimah C.
    2016 IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND INNOVATIVE BUSINESS PRACTICES FOR THE TRANSFORMATION OF SOCIETIES (EMERGITECH), 2016, : 298 - 299
  • [7] A knowledge based home monitoring system for management and rehabilitation of cardiovascular patients
    Braga, F
    Forlani, C
    Signorini, MG
    COMPUTERS IN CARDIOLOGY 2005, VOL 32, 2005, 32 : 41 - 44
  • [8] Identifying Components Knowledge Management for e-Health
    Rohajawati, Siti
    Sugiana, Astrid
    Sensuse, Dana I.
    Sucahyo, Yudho G.
    Lusa, Sofian
    2014 2ND INTERNATIONAL CONFERENCE ON TECHNOLOGY, INFORMATICS, MANAGEMENT, ENGINEERING, AND ENVIRONMENT (TIME-E 2014), 2014, : 200 - 205
  • [9] e-Health Prototype System for Cardiac Telemonitoring
    Vargas Escobar, Laura Juliana
    Alexander Salinas, Sergio
    2016 38TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2016, : 4399 - 4402
  • [10] Data security in e-health monitoring system
    Abhishek, B.
    Panjanathan, Rukmani
    Sarobin, Vergin Raja
    Raja, Benson Edwin
    Narendra, Modigari
    MATERIALS TODAY-PROCEEDINGS, 2022, 62 : 4620 - 4628