eHealth 2015 Special Issue: Impact of Electronic Health Records on the Completeness of Clinical Documentation Generated during Diabetic Retinopathy Consultations
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Updated: Aug 18, 2026

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
C Mitsch1, P Huber1, K Kriechbaum1
1Medical University of Vienna , Department of Ophthalmology and Optometrics, Vienna, Austria.
Background:
Two years ago, the Diabetic Retinopathy (DRP) and Traumatology clinic of the Department of Ophthalmology and Optometrics at the Medical University of Vienna, Austria switched from paper-based to electronic health records. A customized electronic health record system (EHR-S) was implemented.
Objectives:
To assess the completeness of information documented electronically compared with manually during patient visits.
Methods:
The Preferred Practice Pattern for Diabetic Retinopathy published by the American Academy of Ophthalmology was distilled into a list of medical features grouped into categories to be assessed and documented during the management of patients with DRP. The last seventy paper-based records and all electronic records generated since the switch were analyzed and graded for the presence of features on the list and the resulting scores compared.
Results:
In all categories, clinical documentation was more complete in the EHR group.
Conclusions:
In our setting, the implementation of an EHR-S showed a statistically significant positive impact on documentation completeness.
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Diabetic Retinopathy

