Dr.-Ing. Christian Mandel

Contact +49 421 218 64204 (Bremen)

Address (Bremen) CartesiumEnrique-Schmidt-Straße 5D-28359 Bremen

Publications

Predicting Hemodynamic and Pulmonary Decompensation with Deep Neural Networks: Performance and Explainability
Johannes Rust; Christian Mandel; Kathrin Stich; Serge Autexier
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.
Using Gated Recurrent Unit Networks for the Prediction of Hemodynamic and Pulmonary Decompensation
Christian Mandel; Kathrin Stich; Serge Autexier; Christoph Lüth; Ariane Ziehn; Karin Hochbaum; Rolf Dembinski; Christoph Int-Veen
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…
IoT-PMA: Patient Health Monitoring in Medical IoT Ecosystems
Ariane Ziehn; Christian Mandel; Kathrin Stich; Rolf Dembinski; Karin Hochbaum; Zeuch Steffen; Volker Markl
In: Open Journal of Internet of Things (OJIOT), Vol. 8, No. 1, Pages 20-31, OJIOT, RonPub UG, Lübeck, 2022.