Paper Info
Title
Interactive visualization of multi-field medical data using linked physical and feature-space views
Abstract
Multi-field datasets contain multiple parameters defined over the same spatio-temporal domain. In medicine, such multi-field data is being used more often every day, and there is an urgent need for exploratory visualization approaches that are able to deal effectively with the data-analysis. In this paper, we present a highly interactive, coordinated view-based visualization approach that has been developed especially for dealing with multi-field medical data. It can show any number of views of the physical domain and also of the abstract high-dimensional feature space. The approach has been optimized for interactive use with very large datasets. It is based on intuitive interaction techniques, and integrates analysis techniques from pattern classification to guide the exploration process. We will give some details about the implementation, and we demonstrate the utility of our approach with two real medical use cases.
Year
DOI
Venue
2007
10.2312/VisSym/EuroVis07/123-130
EuroVis
Keywords
Field
DocType
interactive use,physical domain,exploratory visualization approach,multi-field data,multi-field medical data,multi-field datasets,feature-space view,large datasets,view-based visualization approach,real medical use case,interactive visualization,spatio-temporal domain,feature space
Data mining,Feature vector,Use case,Information retrieval,Information visualization,Visualization,Computer science,Interactive visualization
Conference
Citations 
PageRank 
References 
19
0.89
6
Authors
3
Name
Order
Citations
PageRank
Jorik Blaas11296.07
Charl P. Botha218219.15
Frits H. Post31389111.99