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PMID: 28903894 Published · epublish English Journal Article

Prototype Development: Context-Driven Dynamic XML Ophthalmologic Data Capture Application.

JMIR medical informatics ·Vol. 5 ·No. 3 ·2017-09-13 ·Pages e27

Peissig P, Schwei KM, Kadolph C, Finamore J, Cancel E, McCarty CA, Okorie A, Thomas KL, Allen Pacheco J, Pathak J, Ellis SB, Denny JC, Rasmussen LV, Tromp G, Williams MS, Vrabec TR, Brilliant MH

Abstract

The capture and integration of structured ophthalmologic data into electronic health records (EHRs) has historically been a challenge. However, the importance of this activity for patient care and research is critical. The purpose of this study was to develop a prototype of a context-driven dynamic extensible markup language (XML) ophthalmologic data capture application for research and clinical care that could be easily integrated into an EHR system. Stakeholders in the medical, research, and informatics fields were interviewed and surveyed to determine data and system requirements for ophthalmologic data capture. On the basis of these requirements, an ophthalmology data capture application was developed to collect and store discrete data elements with important graphical information. The context-driven data entry application supports several features, including ink-over drawing capability for documenting eye abnormalities, context-based Web controls that guide data entry based on preestablished dependencies, and an adaptable database or XML schema that stores Web form specifications and allows for immediate changes in form layout or content. The application utilizes Web services to enable data integration with a variety of EHRs for retrieval and storage of patient data. This paper describes the development process used to create a context-driven dynamic XML data capture application for optometry and ophthalmology. The list of ophthalmologic data elements identified as important for care and research can be used as a baseline list for future ophthalmologic data collection activities.

Keywords
data acquisition data collection electronic health records extensible markup language XML ophthalmology
Authors & Affiliations
17 authors, click to expand affiliations / ORCID
Peissig Peggy ORCID
Marshfield Clinic Research Institute, Biomedical Informatics Research Center, Marshfield, WI, United States.
Schwei Kelsey M ORCID
Marshfield Clinic Research Institute, Center for Oral and Systemic Health, Marshfield, WI, United States.
Kadolph Christopher ORCID
Marshfield Clinic Research Institute, Biomedical Informatics Research Center, Marshfield, WI, United States.
Finamore Joseph ORCID
Marshfield Clinic Research Institute, Biomedical Informatics Research Center, Marshfield, WI, United States.
Cancel Efrain ORCID
Marshfield Clinic, Department of Ophthalmology, Marshfield, WI, United States.
McCarty Catherine A ORCID
Essentia Institute of Rural Health, Center for Research and Education, Duluth, MN, United States.
Okorie Asha ORCID
Marshfield Clinic, Department of Ophthalmology, Marshfield, WI, United States.
Thomas Kate L ORCID
Marshfield Clinic Research Institute, Biomedical Informatics Research Center, Marshfield, WI, United States.
Allen Pacheco Jennifer ORCID
Center for Genetic Medicine, Northwestern University, Chicago, IL, United States.
Pathak Jyotishman ORCID
Weill Cornell Medical College, Healthcare Policy and Research, Cornell University, New York, NY, United States.
Ellis Stephen B ORCID
Personalized Medicine Institute, Mount Sinai, New York, NY, United States.
Denny Joshua C ORCID
School of Medicine, Biomedical Informatics, Vanderbilt University, Nashville, TN, United States.
Rasmussen Luke V ORCID
Division of Health and Biomedical Informatics, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
Tromp Gerard ORCID
Autism and Developmental Medicine Institute (ADMI), Geisinger, Danville, PA, United States.
Williams Marc S ORCID
Genomic Medical Institute, Geisinger, Danville, PA, United States.
Vrabec Tamara R ORCID
Department of Ophthalmology, Geisinger, Danville, PA, United States.
Brilliant Murray H ORCID
Marshfield Clinic Research Foundation, Human Genetics, Marshfield, WI, United States.
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Article Info
Journal
JMIR medical informatics
Abbr.
JMIR Med Inform
ISSN
2291-9694
Published
2017-09-13
Epub
2017-00-13
Pages
e27
Language
English
Region
Canada
NLM ID
101645109
PMCID
PMC5617903
Grants
NHGRI NIH HHS · U01 HG006385 · United States
NCATS NIH HHS · UL1 TR000427 · United States
NHGRI NIH HHS · U01 HG006382 · United States
NHGRI NIH HHS · U01 HG006389 · United States
NCRR NIH HHS · UL1 RR025011 · United States
NHGRI NIH HHS · U01 HG008679 · United States
NHGRI NIH HHS · U01 HG006380 · United States
NHGRI NIH HHS · U01 HG006388 · United States
NHGRI NIH HHS · U01 HG006378 · United States
NHGRI NIH HHS · U01 HG006379 · United States
NHGRI NIH HHS · U01 HG008701 · United States
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