#Digital Health

Information and communication technology plays an increasingly important role in the healthcare system. Digital Health research takes place at the interface between healthcare, social sciences and digitalisation – among the results are healthcare apps and improved methods for research, diagnosis, therapy and rehabilitation.

Projects

ELSA- Evaluation of simple gait analysis devices

Evaluation of the effectiveness of rehabilitation measures after reconstruction of the anterior cruciate ligament using simplified gait analysis

HIPstar

Evaluation of the accuracy of non-invasive hip joint centre estimation methods for clinical gait analysis in children and adolescents

SensiTrack - Tracking vs Privacy in the Workplace 4.0

Developing measures to support employee privacy whwn using tracking systems in industry and comparing positive aspects of tracking technologies with regard to occupational safety

SemTreat

Scientific exchange with South Africa in the field of digital technologies

Publications

Horst, F., Slijepcevic, D., Lapuschkin, S., Raberger, A.-M., Zeppelzauer, M., Samek, W., … Horsak, B. (2019). On the Understanding and Interpretation of Machine Learning Predictions in Clinical Gait Analysis Using Explainable Artificial Intelligence. Frontiers in Bioengineering and Biotechnology, Submitted.
Horsak, B., Slijepcevic, D., Raberger, A.-M., Schwab, C., & Zeppelzauer, M. (2019). GaitRec: A large-scale walking GRF dataset for a healthy cohort and patients with musculo-skeletal impairments. Scientific Data, Submitted.
Rind, A., Wagner, M., & Aigner, W. (2019). Towards a Structural Framework for Explicit Domain Knowledge in Visual Analytics. In Proc. IEEE Workshop on Visual Analytics in Healthcare (VAHC) (pp. 33–40). https://doi.org/10.1109/VAHC47919.2019.8945032
Horsak, B. (2019). Reliabilität von Messergebnissen in der Gang- und Bewegungsanalyse – Erfahrungsbericht zu gängigen Maßzahlen. Invited talk presented at the GAMMA Workshop im Rahmen des 11. Kongress der Deutschen Gesellschaft für Biomechanik, Berlin.
Kohlenberg-Müller, K., Ramminger, S., Kolm, A., Barkmeijer, A., Gast, C., Adam, M., … Valentini, L. (2019). Nutrition assessment in process-driven, personalized dietetic intervention - The potential im-portance of assessing behaviour components to improve behavioural change: Results of the EU-funded IMPECD project. Clinical Nutrition ESPEN, 32(8), 125–134. https://doi.org/https://doi.org/10.1016/j.clnesp.2019.03.017
Horsak, B., Schwab, C., Baca, A., Greber-Platzer, S., Kreissl, A., Nehrer, S., … Wondrasch, B. (2019). Effects of a lower extremity exercise program on gait biomechanics and clinical outcomes in children and adolescents with obesity: A randomized controlled trial. Gait & Posture, ePub ahead of print. https://doi.org/10.1016/j.gaitpost.2019.02.032
Slijepcevic, D., Raberger, A.-M., Zeppelzauer, M., Dumphart, B., Breiteneder, C., & Horsak, B. (2019). On the usefullness of statistical parameter mapping for feature selection in automated gait classification. In Book of Abstracts of the 25th Conference of the European Society of Biomechanics (ESB) (p. 1). Vienna, Austria.
Slijepcevic, D., Zeppelzauer, M., Raberger, A.-M., Breitender, C., Horsak, B., & Horsak, Brian. (2019). Input Representations and Classification Strategies for Automated Human Gait Analysis. Gait & Posture.
Dahnert, M., Rind, A., Aigner, W., & Kehrer, J. (2019). Looking beyond the horizon: Evaluation of four compact visualization techniques for time series in a spatial context. ArXiv:1906.07377 [Cs].
Werkman, A., Kolm, A., Adam, M., Vanherle, K., Kohlenberg-Müller, K., Roemeling-Walters, M., … Buchholz, D. (2018). Process Models in Dietetic Care – A Comparison between Models in Europe. Posterpräsentation presented at the EFAD Conference, Rotterdam.

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