Talks and Poster Presentations (with Proceedings-Entry):
G. Bernold, K. Matkovic, E. Gröller, R. Raidou:
"preha: Establishing Precision Rehabilitation with Visual Analytics";
Talk: VCBM 2019,
Brno, Czech Republic;
2019-09-04
- 2019-09-06; in: "Eurographics Workshop on Visual Computing for Biology and Medicine (2019)",
(2019),
ISSN: 2070-5786;
79
- 89.
English abstract:
This design study paper describes preha, a novel visual analytics application in the field of in-patient rehabilitation. We conducted extensive interviews with the intended users, i.e., engineers and clinical rehabilitation experts, to determine specific requirements of their analytical process.We identified nine tasks, for which suitable solutions have been designed and developed in the flexible environment of kibana. Our application is used to analyze existing rehabilitation data from a large cohort of 46,000 patients, and it is the first integrated solution of its kind. It incorporates functionalities for data preprocessing (profiling, wrangling and cleansing), storage, visualization, and predictive analysis on the basis of retrospective outcomes. A positive feedback from the first evaluation with domain experts indicates the usefulness of the newly proposed approach and represents a solid foundation for the introduction of visual analytics to the rehabilitation domain.
"Official" electronic version of the publication (accessed through its Digital Object Identifier - DOI)
http://dx.doi.org/10.2312/vcbm20191234
Electronic version of the publication:
https://publik.tuwien.ac.at/files/publik_283963.pdf
Created from the Publication Database of the Vienna University of Technology.