. Application of data analytics and visual analytics to the medical domain, and specifically to support clinical activities is more and more both a need and an opportunity. For example, as reported by the US Institute of Medicine, positive transformation of current health systems to make them cost-sustainable and providing higher care quality, requires to capture more clinical data and generate knowledge for better healthcare management and enhancement of medical research. In this brief survey we review recent papers (since 2013 on) describing innovative clinical dashboards which promise better support of clinical and medical research activities. We also explain how in some of these tools analytics features are implemented to cope with clinical dataset and get insights from them. We try therefore to identify for each considered tool a set of features concerning data sources, tasks/workflows supported, indicators and their graphical representation, analytics support, target users and data processing approaches.

A brief Survey of Recent Clinical Dashboards

MELCHIORI, Michele;
2016-01-01

Abstract

. Application of data analytics and visual analytics to the medical domain, and specifically to support clinical activities is more and more both a need and an opportunity. For example, as reported by the US Institute of Medicine, positive transformation of current health systems to make them cost-sustainable and providing higher care quality, requires to capture more clinical data and generate knowledge for better healthcare management and enhancement of medical research. In this brief survey we review recent papers (since 2013 on) describing innovative clinical dashboards which promise better support of clinical and medical research activities. We also explain how in some of these tools analytics features are implemented to cope with clinical dataset and get insights from them. We try therefore to identify for each considered tool a set of features concerning data sources, tasks/workflows supported, indicators and their graphical representation, analytics support, target users and data processing approaches.
2016
Proceedings of the Workshop on Valuable Visualization of Healthcare Information: from the quantified self data to conversations, co-located with the 2016 International Working Conference on Advanced Visual Interfaces (AVI 2016)
Ateneo di appartenenza
Federico Cabitza, Daniela Fogli, Massimiliano Giacomin, Angela Locoro
PE6_10 Web and information systems, database systems, information retrieval and digital libraries
Esperti anonimi
Inglese
Workshop on Valuable Visualization of Healthcare Information: from the quantified self data to conversations, co-located with the 2016 International Working Conference on Advanced Visual Interfaces (AVI 2016)
Internazionale
ELETTRONICO
1658
1
6
6
CEUR Workshop Proceedings
Clinical Decision Support Systems, Clinical Dashboards, Data analytics, Big data for healthcare
http://ceur-ws.org/Vol-1658/
none
Melchiori, Michele; Sheler, Maktoobi
273
info:eu-repo/semantics/conferenceObject
2
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11379/478403
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