Julius - a template based supplementary electronic health record system

被引:17
|
作者
Chen, Rong
Enberg, Goesta
Klein, Gunnar O. [1 ]
机构
[1] Karolinska Inst, Dept Microbiol Tumor & Cell Biol, Stockholm, Sweden
[2] Karolinska Inst, Dept Neurobiol Care Sci & Soc, Stockholm, Sweden
[3] Karolinska Inst, Dept Med, Stockholm, Sweden
关键词
Electronic Health Record; Variable Definition; Electronic Health Record System; Health Care Unit; Validation Rule;
D O I
10.1186/1472-6947-7-10
中图分类号
R-058 [];
学科分类号
摘要
Background: EHR systems are widely used in hospitals and primary care centres but it is usually difficult to share information and to collect patient data for clinical research. This is partly due to the different proprietary information models and inconsistent data quality. Our objective was to provide a more flexible solution enabling the clinicians to define which data to be recorded and shared for both routine documentation and clinical studies. The data should be possible to reuse through a common set of variable definitions providing a consistent nomenclature and validation of data. Another objective was that the templates used for the data entry and presentation should be possible to use in combination with the existing EHR systems. Methods: We have designed and developed a template based system (called Julius) that was integrated with existing EHR systems. The system is driven by the medical domain knowledge defined by clinicians in the form of templates and variable definitions stored in a common data repository. The system architecture consists of three layers. The presentation layer is purely web-based, which facilitates integration with existing EHR products. The domain layer consists of the template design system, a variable/clinical concept definition system, the transformation and validation logic all implemented in Java. The data source layer utilizes an object relational mapping tool and a relational database. Results: The Julius system has been implemented, tested and deployed to three health care units in Stockholm, Sweden. The initial responses from the pilot users were positive. The template system facilitates patient data collection in many ways. The experience of using the template system suggests that enabling the clinicians to be in control of the system, is a good way to add supplementary functionality to the present EHR systems. Conclusion: The approach of the template system in combination with various local EHR systems can facilitate the sharing and reuse of validated clinical information from different health care units. However, future system developments for these purposes should consider using the openEHR/CEN models with shareable archetypes.
引用
收藏
页数:11
相关论文
共 50 条
  • [41] An Interoperable Electronic Health Record System for Clinical Cardiology
    Lazarova, Elena
    Mora, Sara
    Maggi, Norbert
    Ruggiero, Carmelina
    Vitale, Alessandro Cosolito
    Rubartelli, Paolo
    Giacomini, Mauro
    INFORMATICS-BASEL, 2022, 9 (02):
  • [42] CADe System Integrated within the Electronic Health Record
    Vallez, Noelia
    Bueno, Gloria
    Deniz, Oscar
    del Milagro Fernandez, Maria
    Pastor, Carlos
    Angel Rienda, Miguel
    Esteve, Pablo
    Arias, Maria
    BIOMED RESEARCH INTERNATIONAL, 2013, 2013
  • [43] FluxMED: An Adaptable and Extensible Electronic Health Record System
    Faria-Campos, Alessandra C.
    Hanke, Lucas
    Batista, Paulo Henrique
    Garcia, Vinicius
    Campos, Sergio
    ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2014, 2014, 8826 : 33 - 40
  • [44] Electronic Health Record Interoperability as Realized in the Turkish Health Information System
    Dogac, A.
    Yuksel, M.
    Avci, A.
    Ceyhan, B.
    Hulur, U.
    Eryilmaz, Z.
    Mollahaliloglu, S.
    Atbakan, E.
    Akdag, R.
    METHODS OF INFORMATION IN MEDICINE, 2011, 50 (02) : 140 - 149
  • [45] The electronic health record
    Smith, ER
    CANADIAN JOURNAL OF CARDIOLOGY, 2003, 19 (11) : 1306 - 1307
  • [46] Can an Electronic Health Record System be Used for Preconception Health Optimization?
    Straub, Heather
    Adams, Marci
    Silver, Richard K.
    MATERNAL AND CHILD HEALTH JOURNAL, 2014, 18 (09) : 2134 - 2140
  • [47] Can an Electronic Health Record System be Used for Preconception Health Optimization?
    Heather Straub
    Marci Adams
    Richard K. Silver
    Maternal and Child Health Journal, 2014, 18 : 2134 - 2140
  • [48] Privacy Preserving Provable Data Possession for Cloud based Electronic Health Record System
    Nayak, Sanjeet Kumar
    Tripathy, Somanath
    2016 IEEE TRUSTCOM/BIGDATASE/ISPA, 2016, : 860 - 867
  • [49] Design of a Web-based and Electronic Health Record Management System for Medical Teleconsultation
    Day, Nicole Jillian B.
    Carranza, Karmelo Antonio Lazaro R.
    Lin, Lawrence Matthew S.
    Ponce, Albert R.
    Reyes, Wilbur Rex O.
    Bugtai, Nilo T.
    Baldovino, Renann G.
    2018 IEEE 10TH INTERNATIONAL CONFERENCE ON HUMANOID, NANOTECHNOLOGY, INFORMATION TECHNOLOGY, COMMUNICATION AND CONTROL, ENVIRONMENT AND MANAGEMENT (HNICEM), 2018,
  • [50] Cloud-based electronic health record system supporting fuzzy keyword search
    Liu, Zheli
    Weng, Jian
    Li, Jin
    Yang, Jun
    Fu, Chuan
    Jia, Chunfu
    SOFT COMPUTING, 2016, 20 (08) : 3243 - 3255