SCIENCE IS OUR FOUNDATION
The foundation of our Guardio technology, is the result of years of research in the domain of Seismocardiography and artificial intelligence. Besides our peer reviewed publications, we work closely together with experts in the field of cardiology, rhythmology, and electrophysiology.
Haescher, M., Höpfner, F., Chodan, W., Kraft, D., Aehnelt, M., & Urban, B. (2020, May). Transforming seismocardiograms into electrocardiograms by applying convolutional autoencoders. In ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 4122-4126). IEEE
Haescher, M., Matthies, D. J., Trimpop, J., & Urban, B. (2016, May). SeismoTracker: Upgrade any smart wearable to enable a sensing of heart rate, respiration rate, and microvibrations. In Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems (pp. 2209-2216).
Haescher, M., Trimpop, J., Bieber, G., & Urban, B. (2016, June). SmartMove: a smartwatch algorithm to distinguish between high-and low-amplitude motions as well as doffed-states by utilizing noise and sleep. In Proceedings of the 3rd International Workshop on Sensor-based Activity Recognition and Interaction(pp. 1-8).
Haescher, M., Matthies, D. J., Trimpop, J., & Urban, B. (2015, June). A study on measuring heart-and respiration-rate via wrist-worn accelerometer-based seismocardiography (SCG) in comparison to commonly applied technologies. In Proceedings of the 2nd international Workshop on Sensor-based Activity Recognition and Interaction (pp. 1-6).
Haescher, M., Bieber, G., Trimpop, J., Urban, B., Kirste, T., & Salomon, R. (2014, October). Recognition of low amplitude body vibrations via inertial sensors for wearable computing. In International Internet of Things Summit (pp. 236-241). Springer, Cham.
Bieber, G., Haescher, M., & Vahl, M. (2013, May). Sensor requirements for activity recognition on smart watches. In Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments (pp. 1-6).