Gnaeus: Utilizing Clinical Guidelines for Knowledge-assisted Visualisation of EHR Cohorts
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Date
2015
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
The advanced visualization of electronic health records (EHRs), supporting a scalable analysis from single patients to cohorts, intertwining patients' conditions with executed treatments, and handling the complexity of timeoriented data, is an open challenge of visual analytics for health care. We propose an approach that, according to the knowledge-assisted visualization paradigm, leverages the domain knowledge acquired by clinical experts and formalized into computer-interpretable guidelines (CIGs), in order to improve the automated analysis, the visualization, and the interactive exploration of EHRs of patient cohorts. In this way, the analyst can get insights about the clinical history of multiple patients and assess the effectiveness of their health care treatments.
Description
@inproceedings{10.2312:eurova.20151108,
booktitle = {EuroVis Workshop on Visual Analytics (EuroVA)},
editor = {E. Bertini and J. C. Roberts},
title = {{Gnaeus: Utilizing Clinical Guidelines for Knowledge-assisted Visualisation of EHR Cohorts}},
author = {Federico, Paolo and Unger, Jürgen and Amor-Amorós, Albert and Sacchi, Lucia and Klimov, Denis and Miksch, Silvia},
year = {2015},
publisher = {The Eurographics Association},
ISBN = {},
DOI = {10.2312/eurova.20151108}
}