It is well known that visualisation techniques are suitable for an effective exploration of large data sets. However, not much research has been carried out on applying visualisation techniques in the analysis of medical data apart from image data. Medical information systems collect a vast amount of monitored clinical data coming from specialised machines. The task of accessing and interpreting the portions of data that are relevant to the identification of a specific clinical problem can become a hard task. In order to address this problem, we propose to enhance medical information systems by providing an interactive visual exploration of large data sets. In this paper, we introduce our approach and show its use in order to enhance the quality and efficiency of health services in haemodialysis centres.

An interactive visual exploration of medical data for evaluating health centres / Catarci, Tiziana; Santucci, Giuseppe; S. f., Silva. - In: JOURNAL OF RESEARCH AND PRACTICE IN INFORMATION TECHNOLOGY. - ISSN 1443-458X. - 35:2(2003), pp. 99-119.

An interactive visual exploration of medical data for evaluating health centres

CATARCI, Tiziana;SANTUCCI, Giuseppe;
2003

Abstract

It is well known that visualisation techniques are suitable for an effective exploration of large data sets. However, not much research has been carried out on applying visualisation techniques in the analysis of medical data apart from image data. Medical information systems collect a vast amount of monitored clinical data coming from specialised machines. The task of accessing and interpreting the portions of data that are relevant to the identification of a specific clinical problem can become a hard task. In order to address this problem, we propose to enhance medical information systems by providing an interactive visual exploration of large data sets. In this paper, we introduce our approach and show its use in order to enhance the quality and efficiency of health services in haemodialysis centres.
2003
visual analytics, medical information systems, user interfaces, medical data
01 Pubblicazione su rivista::01a Articolo in rivista
An interactive visual exploration of medical data for evaluating health centres / Catarci, Tiziana; Santucci, Giuseppe; S. f., Silva. - In: JOURNAL OF RESEARCH AND PRACTICE IN INFORMATION TECHNOLOGY. - ISSN 1443-458X. - 35:2(2003), pp. 99-119.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/675521
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