Balance Assessment Dataset


The dataset contains information on the balance abilities of elderly people, collected during a measurement campaign on 21 volunteer subjects. Ground-truth target information for each subject is expressed in terms of the score achieved (as measured by a clinician) on the Berg Balance Scale (BBS), a gold standard clinical test for measuring balance abilities. Input information consists in the stream of data from the pressure sensors at the four corners of a Wii Balance Board, gathered during the execution by the subjects of a single exercise of the BBS test.
The dataset contains input data pertaining to three BBS exercises, namely #6, #7 and #10.

The dataset can be downloaded here: BalanceDataset.zip (v. 1.0)
Supplementary material with further details on the experimental performance can be found here: BBS_SupplementaryMaterial.pdf (v. 1.0)

Acknowledgments

This work was funded by a grant from the DOREMI project (FP7-ICT-2013, GA no. 611650), coordinated by IFC-CNR.

Citation Request

D. Bacciu, S. Chessa, C. Gallicchio, A. Micheli, L. Pedrelli, E. Ferro, L. Fortunati, D. La Rosa, F. Palumbo, F. Vozzi, O. Parodi.
"A learning system for automatic Berg Balance Scale score estimation",
Engineering Applications of Artificial Intelligence, vol. 66 (2017) pp. 60-74,
DOI: 10.1016/j.engappai.2017.08.018, ISSN 0952-1976
http://www.sciencedirect.com/science/article/pii/S0952197617302026