Intelligente Analytik für Massendaten

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1. 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 …

2. 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 …

3. 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.

4. 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.

5. 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.

6. 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 …

7. 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), …

8. 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.

9. 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 …

10. 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.

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