Talks and Poster Presentations (with Proceedings-Entry):
W. Aigner, P. Federico, T. Gschwandtner, S. Miksch, A. Rind:
"Challenges of Time-oriented Data in Visual Analytics for Healthcare";
Talk: IEEE VisWeek Workshop on Visual Analytics in Healthcare,
Seattle;
2012-10-17; in: "Proceedings of the IEEE VisWeek Workshop on Visual Analytics in Healthcare",
J. Caban, D. Gotz (ed.);
(2012),
4 pages.
English abstract:
The visual exploration and analysis of time-oriented data in healthcare are important yet challenging tasks. This position paper presents six challenges for Visual Analytics in healthcare: (1) scale and complexity of time-oriented data, (2) intertwining patient condition with treatment processes, (3) scalable analysis from single patients to cohorts, (4) data quality and uncertainty, (5) interaction, user interfaces, and the role of users, and (6) evaluation. Furthermore, it portrays existing and future work by the authors tackling these challenges.
Keywords:
Visual Analytics, healthcare, challenges, time-oriented data, visualization
Electronic version of the publication:
http://publik.tuwien.ac.at/files/PubDat_210197.pdf
Created from the Publication Database of the Vienna University of Technology.