Publications

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Johannes Rust; Christian Mandel; Kathrin Stich; Serge Autexier
Predicting Hemodynamic and Pulmonary Decompensation with Deep Neural Networks: Performance and Explainability
In: 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC-2024), Orlando, USA, 2024.
Christian Mandel; Kathrin Stich; Serge Autexier; Christoph Lüth; Ariane Ziehn; Karin Hochbaum; Rolf Dembinski; Christoph Int-Veen
Using Gated Recurrent Unit Networks for the Prediction of Hemodynamic and Pulmonary Decompensation
In: Proceedings of the 44th. International Conference of the IEEE Engineering in Medicine and Biology Society. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC-2022), Biomedical Engineering transforming the provision of healthcare: promoting wellness through personalized & predictable provision at the point of care, July 11-15, Glasgow, United Kingdom, IEEE Xplore, 2022.
Ariane Ziehn; Christian Mandel; Kathrin Stich; Rolf Dembinski; Karin Hochbaum; Zeuch Steffen; Volker Markl
IoT-PMA: Patient Health Monitoring in Medical IoT Ecosystems
In: Open Journal of Internet of Things (OJIOT), Vol. 8, No. 1, Pages 20-31, OJIOT, RonPub UG, Lübeck, 2022.
Christian Mandel; Amit Choudhury; Karin Hochbaum; Serge Autexier; Jeannine Budelmann
Erkennung und Klassifikation von Haltungs- und Gangmustern am Rollator durch Abstandsmessungen - ein Vergleich zwischen klinischer Beurteilung und maschineller Klassifikation
In: Zeitschrift für Gerontologie und Geriatrie, Springer Medizin, 2019.
Serge Autexier; Tim Laue; Christian Mandel
Smart Wheelchairs
In: Pablo Federico Diez. Smart Wheelchairs and Brain-computer Interfaces. Chapter Smart Wheelchairs, ISBN 9780128128923, Elsevier, 5/2018.
Christian Mandel; Amit Choudhury; Serge Autexier; Karin Hochbaum; Steffen Brüggemann; Petra Wedler
Gait cycle classification for wheeled walker users by matching time series of distance measurements
In: Anual Conference of the Rehabilitation Engineering and Assistive Technology Society of North America (RESNA 2018). Rehabilitation Engineering and Assistive Technology Society of North America (RESNA-2018), July 13-15, Washington, USA, 2018.
Christian Mandel; Serge Autexier
People Tracking in Ambient Assisted Living Environments Using low-cost Thermal Image Cameras
In: C.K. Chang; et al. (Hrsg.). Inclusive Smart Cities and Digital Health. International Conference on Smart Homes and Health Telematics (ICOST-2016), Inclusive Smart Cities and Digital Health, May 25-27, Wuhan, China, Pages 1-13, Lecture Notes in Computer Science (LNCS), Vol. 9677, Springer Intl. Publishing , Switzerland, 2016.
Bernd Krieg-Brückner; Christian Mandel; Christoph Budelmann; Bernd Gersdorf; Antonio B. Martínez
Indoor and Outdoor Mobility Assistance
In: Reiner Wichert; Helmut Klausing. Ambient Assisted Living. Pages 33-52, ISBN 978-3-319-11865-9, Springer International Publishing, 2015.
Serge Autexier; Dieter Hutter; Christian Mandel; Christoph Stahl
SHIP-Tool Live: Orchestrating the Activities in the Bremen Ambient Assisted Living Lab (Demo)
In: Juan Carlos Augusto; Reiner Wichert (Hrsg.). Proceedings of the Fourth International Joint Conference on Ambient Intelligence. International Joint Conference on Ambient Intelligence (Aml-2013), December 3-5, Dublin, Ireland, Springer-Verlag, CCIS, 12/2013.
Bernd Krieg-Brückner; Bernd Gersdorf; Christian Mandel; Christoph Budelmann; M.-S. Schröder
Navigation Aid for Mobility Assistant
In: Joint CEWIT-TZI-acatech Workshop. Joint CEWIT-TZI-acatech Workshop (CEWIT-TZI-13), March 19-20, Bremen, Germany, IEEE, 2013.