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V-Model: a new perspective for EHR-based phenotyping
Cited 6 time in
Web of Science
Cited 7 time in Scopus
- Authors
- Issue Date
- 2014-10-23
- Publisher
- BioMed Central
- Citation
- BMC Medical Informatics and Decision Making, 14(1):90
- Description
- This is an Open Access article distributed under the terms of the Creative
Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and
reproduction in any medium, provided the original work is properly credited.
- Abstract
- Abstract
Background
Narrative resources in electronic health records make clinical phenotyping study difficult to achieve. If a narrative patient history can be represented in a timeline, this would greatly enhance the efficiency of information-based studies. However, current timeline representations have limitations in visualizing narrative events. In this paper, we propose a temporal model named the V-Model which visualizes clinical narratives into a timeline.
Methods
We developed the V-Model which models temporal clinical events in v-like graphical structure. It visualizes patient history on a timeline in an intuitive way. For the design, the representation, reasoning, and visualization (readability) aspects were considered. Furthermore, the unique graphical notation helps to find hidden patterns of a specific patient group. For evaluation, we verified our distinctive solutions, and surveyed usability. The experiments were carried out between the V-Model and a conventional timeline model group. Eighty medical students and physicians participated in this evaluation.
Results
The V-Model was proven to be superior in representing narrative medical events, provide sufficient information for temporal reasoning, and outperform in readability compared to a conventional timeline model. The usability of the V-Model was assessed as positive.
Conclusions
The V-Model successfully resolves visualization issues of clinical documents, and provides better usability compared to a conventional timeline model.
- Language
- English
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