Title :
Application of interactive multivariate data visualisation to the analysis of patient findings in metabolic research
Author :
Kohler, Carsta ; König, Andreas ; Temelkova-Kurktschiev, T. ; Hanefeld, Markolf
Author_Institution :
Inst. & Outpatient Clinic for Clinical Metabolic Res., Tech. Univ. Dresden, Germany
Abstract :
In this paper, methods for multivariate data projection, the resulting feature map display, and interactive visual analysis are applied in an interdisciplinary cooperation for the analysis of patient findings in metabolic research. From a medical database collected in corresponding research, data sets were subject to preprocessing, projection, and visual analysis. Globally significant parameters could be identified by this work, that coincide with certain patient groups, e.g. characterised by the attributes of sex and diabetes. Further, the visualisation techniques opened a way to find local correlations and interdependencies between parameters within subgroups. The medical analysis is supported by a recent dedicated PC-based tool that allows the processing and interactive visualisation of the medical databases by means of novel features and techniques
Keywords :
data analysis; data visualisation; diseases; medical diagnostic computing; medical information systems; microcomputer applications; patient diagnosis; PC-based tool; feature map display; interactive multivariate data visualisation; interactive visual analysis; local correlations; medical database; metabolic research; multivariate data projection; patient findings analysis; preprocessing; visual analysis; Atherosclerosis; Biochemistry; Data visualization; Diabetes; Diseases; Insulin; Plasma measurements; Spatial databases; Sugar; Visual databases;
Conference_Titel :
Knowledge-Based Intelligent Information Engineering Systems, 1999. Third International Conference
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-5578-4
DOI :
10.1109/KES.1999.820207