Design of a Decision-Support Architecture for Management of Remotely Monitored Patients

被引:40
作者
Basilakis, Jim [1 ]
Lovell, Nigel H. [1 ]
Redmond, Stephen J. [2 ]
Celler, Branko G. [2 ]
机构
[1] Univ New S Wales, Grad Sch Biomed Engn, Sydney, NSW 2052, Australia
[2] Univ New S Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
来源
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE | 2010年 / 14卷 / 05期
关键词
Biosignal processing; clinical decision support; clinical practice guidelines; home telecare; telehealth; CHRONIC CARE; HOME; SYSTEM; TECHNOLOGY; TRIAL;
D O I
10.1109/TITB.2010.2055881
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Telehealth is the provision of health services at a distance. Typically, this occurs in unsupervised or remote environments, such as a patient's home. We describe one such telehealth system and the integration of extracted clinical measurement parameters with a decision-support system (DSS). An enterprise application-server framework, combined with a rules engine and statistical analysis tools, is used to analyze the acquired telehealth data, searching for trends and shifts in parameter values, as well as identifying individual measurements that exceed predetermined or adaptive thresholds. An overarching business process engine is used to manage the core DSS knowledge base and coordinate workflow outputs of the DSS. The primary role for such a DSS is to provide an effective means to reduce the data overload and to provide a means of health risk stratification to allow appropriate targeting of clinical resources to best manage the health of the patient. In this way, the system may ultimately influence changes in workflow by targeting scarce clinical resources to patients of most need. A single case study extracted from an initial pilot trial of the system, in patients with chronic obstructive pulmonary disease and chronic heart failure, will be reviewed to illustrate the potential benefit of integrating telehealth and decision support in the management of both acute and chronic disease.
引用
收藏
页码:1216 / 1226
页数:11
相关论文
共 27 条
  • [1] [Anonymous], 1998, Intelligent Data Analysis, DOI [10.1016/S1088-467X(98)00020-1, DOI 10.1016/S1088-467X(98)00020-1]
  • [2] Baldinger JL, 2004, LECT NOTES COMPUT SC, V3118, P400
  • [3] A systematic review of the benefits of home telecare for frail elderly people and those with long-term conditions
    Barlow, James
    Singh, Debbie
    Bayer, Steffen
    Curry, Richard
    [J]. JOURNAL OF TELEMEDICINE AND TELECARE, 2007, 13 (04) : 172 - 179
  • [4] A telemedicine support for diabetes management: the T-IDDM project
    Bellazzi, R
    Larizza, C
    Montani, S
    Riva, A
    Stefanelli, M
    d'Annunzio, G
    Lorini, R
    Gomez, EJ
    Hernando, E
    Brugues, E
    Cermeno, J
    Corcoy, R
    de Leiva, A
    Cobelli, C
    Nucci, G
    Del Prato, S
    Maran, A
    Kilkki, E
    Tuominen, J
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2002, 69 (02) : 147 - 161
  • [5] Web-based telemedicine systems for home-care: technical issues and experiences
    Bellazzi, R
    Montani, S
    Riva, A
    Stefanelli, M
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2001, 64 (03) : 175 - 187
  • [6] Integrated care prevents hospital isations for exacerbations in COPD patients
    Casas, A.
    Troosters, T.
    Garcia-Aymerich, J.
    Roca, J.
    Hernandez, C.
    Alonso, A.
    del Pozo, F.
    de Toledo, P.
    Anto, J. M.
    Rodriguez-Roisin, R.
    Decramer, M.
    [J]. EUROPEAN RESPIRATORY JOURNAL, 2006, 28 (01) : 123 - 130
  • [7] The potential impact of home telecare on clinical practice
    Celler, BG
    Lovell, NH
    Chan, DKY
    [J]. MEDICAL JOURNAL OF AUSTRALIA, 1999, 171 (10) : 518 - 521
  • [8] Telemedicine experience for chronic care in COPD
    de Toledo, Paula
    Jimenez, Silvia
    del Pozo, Francisco
    Roca, Josep
    Alonso, Albert
    Hernandez, Carmen
    [J]. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2006, 10 (03): : 567 - 573
  • [9] Internet-based home asthma telemonitoring - Can patients handle the technology?
    Finkelstein, J
    Cabrera, MR
    Hripcsak, G
    [J]. CHEST, 2000, 117 (01) : 148 - 155
  • [10] Finkelstein J., 2001, U.S. Patent, Patent No. 6283923