A data integration platform for patient-centered e-healthcare and clinical decision support

被引:36
|
作者
Jayaratne, Madhura [1 ]
Nallaperuma, Dinithi [1 ]
De Silva, Daswin [1 ]
Alahakoon, Damminda [1 ]
Devitt, Brian [2 ]
Webster, Kate E. [2 ]
Chilamkurti, Naveen [3 ]
机构
[1] La Trobe Univ, Res Ctr Data Analyt & Cognit, Melbourne, Vic, Australia
[2] La Trobe Univ, Sch Allied Hlth, Melbourne, Vic, Australia
[3] La Trobe Univ, Comp Sci & IT, Melbourne, Vic, Australia
关键词
Data integration; e-healthcare platform; Patient-centered care; Clinical decision-support; Participatory medicine; SYSTEM;
D O I
10.1016/j.future.2018.07.061
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The proliferation of disconnected information systems accumulating increasing volumes of heterogeneous data is a formidable challenge in the healthcare domain. It is necessary to address this challenge as the entire domain gradually transitions into e-healthcare and patient-centered healthcare delivery models. The lack of data integration at systems level prohibits clinicians from building a comprehensive understanding of the patient condition and further deprives patients of developing a holistic awareness of their medical conditions. In this paper, we propose an open data integration platform for patient, clinical, medical and historical data siloed across multiple health information systems. As an open platform, it can accommodate and integrate further heterogeneous data sources such as data streams generated by wearable IoT devices. As an integration platform, it facilitates the centralization of data assets. This centralization empowers every stakeholder in a patient-centered care setting to actively participate in decision-making. A range of analytics and reporting solutions, such as data warehouse, interactive dashboards, and predictive analytics tools, can be deployed upon this open data integration platform. The proposed platform is currently being adapted and implemented to address patient-centered healthcare and clinical decision support requirements in a sports injury clinic at a not-for-profit private hospital in Melbourne, Australia. Use Case based demonstration of the platform's suitability for holistic information management, decision support, and predictive analytics justify its role in the advancement of e-healthcare. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:996 / 1008
页数:13
相关论文
共 50 条
  • [21] Decision support in telecardiology: An ontology-based patient-centered approach
    Burgun, A.
    Rosier, A.
    Temal, L.
    Jacques, J.
    Messai, R.
    Duchemin, L.
    Deleger, L.
    Grouin, C.
    Van Hille, P.
    Zweigenbaum, P.
    Beuscart, R.
    Delerue, D.
    Dameron, O.
    Mabo, P.
    Henry, C.
    IRBM, 2011, 32 (03) : 191 - 194
  • [22] Longitudinal patient-centered collection and analysis of clinical data
    Huyn, P
    Lacroix, Z
    Perrone, A
    2000 IEEE EMBS INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY APPLICATIONS IN BIOMEDICINE, PROCEEDINGS, 2000, : 316 - 323
  • [23] More patient-centered care, better healthcare: the association between patient-centered care and healthcare outcomes in inpatients
    Yu, Chenhao
    Xian, Yun
    Jing, Tiantian
    Bai, Mayangzong
    Li, Xueyuan
    Li, Jiahui
    Liang, Huigang
    Yu, Guangjun
    Zhang, Zhiruo
    FRONTIERS IN PUBLIC HEALTH, 2023, 11
  • [24] Data Integration for Clinical Decision Support
    Jung, Yuchae
    Yoon, Yong Ik
    2016 EIGHTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS (ICUFN), 2016, : 164 - 166
  • [25] Integrated e-Healthcare System for Elderly Support
    Pedro Pires
    Luís Mendes
    Jorge Mendes
    Rúben Rodrigues
    António Pereira
    Cognitive Computation, 2016, 8 : 368 - 384
  • [26] An efficient reversible and secure patient data hiding algorithm for E-healthcare
    Bhardwaj, Rupali
    Singh, Anjali
    MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (21-23) : 31687 - 31703
  • [27] An improved separable reversible patient data hiding algorithm for E-healthcare
    Rupali Bhardwaj
    Multimedia Tools and Applications, 2021, 80 : 26429 - 26449
  • [28] E-Healthcare Supported by Big Data
    Jianqi Liu
    Jiafu Wan
    Shenghua He
    Yanlin Zhang
    ZTE Communications, 2014, 12 (03) : 46 - 52
  • [29] An efficient reversible and secure patient data hiding algorithm for E-healthcare
    Rupali Bhardwaj
    Anjali Singh
    Multimedia Tools and Applications, 2021, 80 : 31687 - 31703
  • [30] Patient-centered decision-making
    Beach, Mary Catherine
    Callon, Wynne
    Boss, Emily
    PATIENT EDUCATION AND COUNSELING, 2019, 102 (01) : 1 - 2