Prof. Dr. Björn Eskofier

Organisation

Awards / Honours

Project lead

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→ Applications of Deep Learning for Signal Analysis Prof. Dr. Björn Eskofier (01/07/2018 - 30/06/2021)

→ Open Badges: An Open-Source Sensor Platform for Analysis of Social Interactions and Group Dynamics Prof. Dr. Björn Eskofier; Prof. Dr. Alex Pentland (30/05/2018 - 30/11/2018)

→ VR Amblyopia Trainer Prof. Dr. Björn Eskofier (01/04/2018 - 31/12/2019)

→ HOOP: mHealth tOol for parkinsOn’s disease training and rehabilitation at Patient’s home Prof. Dr. Björn Eskofier (01/02/2018 - 31/01/2019)

→ Gait analysis in geriatrics using mobile sensor systems and machine learning for fall prediction Prof. Dr. Björn Eskofier; Prof. Dr. Jochen Klucken (15/01/2018 - 15/01/2021)

Project member

1 of 2

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→ Applications of Deep Learning for Signal Analysis Prof. Dr. Björn Eskofier (01/07/2018 - 30/06/2021)

→ moveIT: A novel digital health pathway enables healthcare technologies for gait&falls in Parkinson’s disease Prof. Dr. Jochen Klucken (01/01/2018 - 31/12/2018)

→ BayMed-mGL: Mobile GaITLab: Algorithmik für den Einsatz im Patientenalltag Prof. Dr. Björn Eskofier; Prof. Dr. Jochen Klucken (01/08/2017 - 31/01/2019)

→ C4H - Gesamt: Capital4Health Prof. Dr. Alfred Rütten (01/02/2015 - 31/01/2018)

→ ESI 2: ESI-Anwendungszentrum für die digitale Automatisierung, den digitalen Sport und die Automobilsensorik der Zukunft Prof. Dr.-Ing. Jürgen Teich (01/01/2015 - 31/12/2018)

Other Research Activities

Publications (Download BibTeX)

1 of 19

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→ Wirth, M., Gradl, S., Poimann, D., Schaefke, H., Matlok, S., Koerger, H., & Eskofier, B. (2018). Assessment of Perceptual-Cognitive Abilities among Athletes in Virtual Environments: Exploring Interaction Concepts for Soccer Players. In ACM New York, NY, USA ©2018 (Eds.), Proceedings of the 2018 Designing Interactive Systems Conference (pp. 1013-1024). Hong Kong, HK: New York.

→ Moceri, S., Canneva, F., Habermeyer, J., Dobner, J., Schulze-Krebs, A., Puchades, M.,... von Hörsten, S. (2018, March). Association of early phenotypic behavioral alterations in human alpha-synuclein overexpressing transgenic rats with alpha-synuclein/huntingtin/amyloid-beta protein cross-seeding. Poster presentation at Advances in Alzheimer's and Parkinson's Therapies an AAT-AD/PD Focus Meeting, Torino, IT.

→ Stoffel Antunes, R., Adams Seewald, L., Facco Rodrigues, V., Andre da Costa, C., da Silveira Junior, L.G., da Rosa Righi, R.,... Campanatti, G. (2018). A Survey of Sensors in Healthcare Workflow Monitoring. ACM Computing Surveys, 51(2). https://dx.doi.org/10.1145/3177852

→ Schellenberger, S., Shi, K., Mai, M., Wiedemann, J.P., Steigleder, T., Eskofier, B.,... Kölpin, A. (2018). Detecting Respiratory Effort-Related Arousals in Polysomnographic Data Using LSTM Networks. (Unpublished, Accepted).

→ Timotius, I., Canneva, F., Minakaki, G., Pasluosta, C.F., Moceri, S., Casadei, N.,... Eskofier, B. (2018). Dynamic footprint based locomotion sway assessment in α-synucleinopathic mice using Fast Fourier Transform and Low Pass Filter. Journal of Neuroscience Methods, 296, 1-11. https://dx.doi.org/10.1016/j.jneumeth.2017.12.004

→ Timotius, I., Canneva, F., Minakaki, G., Pasluosta, C.F., Moceri, S., Casadei, N.,... Eskofier, B. (2018). Dynamic footprints of α-synucleinopathic mice recorded by CatWalk gait analysis. Data in Brief, 17, 189-193. https://dx.doi.org/10.1016/j.dib.2017.12.067

→ Ivanovic, M., Ring, M., Baronio, F., Calza, S., Vukcevic, V., Hadzievski, L.,... Eskofier, B. (2018). ECG derived feature combination versus single feature in predicting defibrillation success in out-of-hospital cardiac arrested patients. Biomedical Physics and Engineering Express, 5(1), 015012. https://dx.doi.org/10.1088/2057-1976/aaebec

→ Ullrich, M., Gladow, T., Roth, N., Küderle, A., Ollenschläger, M., Gaßner, H.,... Eskofier, B. (2018, July). FallRiskPD: Long-term fall risk classification for Parkinson’s disease via intelligent sensor-based gait analysis in the home environment (Talk). Paper presentation at European Falls Festival 2018, Manchester, GB.

→ Steib, S., Klamroth, S., Gaßner, H., Pasluosta, C.F., Eskofier, B., Winkler, J.,... Pfeifer, K. (2018). Gait adaptations to treadmill training in Parkinson’s patients: effects of perturbation, sustainability, and moderators. In Murphy, M., Boreham, C., De Vito, G., Tsolakidis, E. (Eds.), Book of Abstracts (pp. 335).

→ Zrenner, M., Ullrich, M., Zobel, P., Jensen, U., Laser, F., Groh, B.,... Eskofier, B. (2018). Kinematic parameter evaluation for the purpose of a wearable running shoe recommendation. In IEEE (Eds.), Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN) (pp. 106-109). Las Vegas, US.