Heimdall, a Computer Program for Electronic Health Records Data Visualization.

Electronic health records Feature extraction Timeline Visualization

Journal

Studies in health technology and informatics
ISSN: 1879-8365
Titre abrégé: Stud Health Technol Inform
Pays: Netherlands
ID NLM: 9214582

Informations de publication

Date de publication:
16 Jun 2020
Historique:
entrez: 24 6 2020
pubmed: 24 6 2020
medline: 7 7 2020
Statut: ppublish

Résumé

Electronic health records (EHR) comprehend structured and unstructured data, that are usually time dependent, enabling the use of timelines. However, it is often difficult to display all data without inducing information overload. In both clinical usual care and medical research, users should be able to quickly find relevant information, with minimal cognitive overhead. Our goal was to devise simple visualization techniques for handling medical data in both contexts. An abstraction layer for structured EHR data was devised after an informal literature review and discussions between authors. The "Heimdall" prototype was developed. Two experts evaluated the tool by answering 5 questions on 24 clinical cases. Temporal data was abstracted in three simple types: events, states and measures, with appropriate visual representations for each type. Heimdall can load and display complex heterogeneous structured temporal data in a straightforward way. The main view can display events, states and measures along a shared timeline. Users can summarize data using temporal, hierarchical compression and filters. Default and custom views can be used to work in problem- oriented ways. The evaluation found conclusive results. The "Heimdall" prototype provides a comprehensive and efficient graphical interface for EHR data visualization. It is open source, can be used with an R package, and is available at https://koromix.dev/files/R.

Identifiants

pubmed: 32570384
pii: SHTI200160
doi: 10.3233/SHTI200160
doi:

Types de publication

Journal Article Review

Langues

eng

Pagination

247-251

Auteurs

Niels Martignene (N)

Univ. Lille, CHU Lille, CERIM EA2694, F-59000 Lille, France.

Thibaut Balcaen (T)

Univ. Lille, EA2694, F-59000 Lille, CH St Quentin, F-02100 St Quentin, France.

Guillaume Bouzille (G)

Univ Rennes, CHU Rennes, Inserm, LTSI - UMR 1099, F-35000 Rennes, France.

Matthieu Calafiore (M)

Univ. Lille, CERIM EA2694, General practitioner, F-59000 Lille, France.

Jean-Baptiste Beuscart (JB)

Univ. Lille, CHU Lille, CERIM EA2694, F-59000 Lille, France.

Antoine Lamer (A)

Univ. Lille, CHU Lille, CERIM EA2694, F-59000 Lille, France.

Bertrand Legrand (B)

Univ. Lille, CERIM EA2694, General practitioner, F-59000 Lille, France.

Grégoire Ficheur (G)

Univ. Lille, CHU Lille, CERIM EA2694, F-59000 Lille, France.

Emmanuel Chazard (E)

Univ. Lille, CHU Lille, CERIM EA2694, F-59000 Lille, France.

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Classifications MeSH