Predicting Hemodynamic and Pulmonary Decompensation with Deep Neural Networks: Performance and Explainability.

Christian Mandel Johannes Rust Christian Mandel Kathrin Stich Serge Autexier Predicting Hemodynamic and Pulmonary Decompensation with Deep Neural Networks: Performance and Explainability. 1-7 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10782095 conf/embc/2024 db/conf/embc/embc2024.html#RustMSA24

Ariane Ziehn Christian Mandel Kathrin Stich Rolf Dembinski Karin Hochbaum Steffen Zeuch Volker Markl IoT-PMA: Patient Health Monitoring in Medical IoT Ecosystems. 20-31 2022 8 Open J. Internet Things 1 https://www.ronpub.com/ojiot/OJIOT_2022v8i1n03_Ziehn.html db/journals/ojiot/ojiot8.html#ZiehnMSDHZM22

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. 4584-4589 2022 EMBC https://doi.org/10.1109/EMBC48229.2022.9871500 conf/embc/2022 db/conf/embc/embc2022.html#MandelSALZHDI22 Amit Choudhury Christian Mandel Karin Hochbaum Serge Autexier Christoph Budelmann Klinische Evaluation eines Rollatormoduls zur sensorgestützten Haltungs- und Gangmustererkennung. 881-905 2022 Künstliche Intelligenz im Gesundheitswesen https://doi.org/10.1007/978-3-658-33597-7_43 books/sp/22/Pf2022 db/books/collections/Pf2022.html#ChoudhuryMHAB22 Christian Mandel Entwurfsprinzipien, Modulations- und Zugriffsverfahren für integrierte chiplose RFID-Sensorik. 2016 1-193 Shaker Verlag Darmstadt University of Technology, Germany 978-3-8440-4204-7 https://d-nb.info/1081044985 Christian Mandel Serge Autexier People Tracking in Ambient Assisted Living Environments Using Low-Cost Thermal Image Cameras. 14-26 2016 ICOST https://doi.org/10.1007/978-3-319-39601-9_2 conf/icost/2016 db/conf/icost/icost2016.html#MandelA16

Christian Mandel Bernd Kubina Martin Schüßler Rolf Jakoby Metamaterial-inspired passive chipless radio-frequency identification and wireless sensing. 385-399 2013 68 Ann. des Télécommunications 7-8 https://doi.org/10.1007/s12243-013-0372-9 db/journals/adt/adt68.html#MandelKSJ13

Serge Autexier Dieter Hutter Christian Mandel Christoph Stahl SHIP-Tool Live: Orchestrating the Activities in the Bremen Ambient Assisted Living Lab - (Demo). 269-274 2013 AmI https://doi.org/10.1007/978-3-319-03647-2_23 conf/ami/2013 db/conf/ami/ami2013.html#AutexierHMS13 Christian Mandel Oliver Birbach Localization in urban environments by matching sensor data to map information. 50-55 2013 ECMR https://doi.org/10.1109/ECMR.2013.6698819 conf/ecmr/2013 db/conf/ecmr/ecmr2013.html#MandelB13 Christian Mandel Bernd Kubina Martin Schussler Rolf Jakoby Group-delay modulation with metamaterial-inspired coding particles for passive chipless RFID. 1-5 2012 RFID-TA https://doi.org/10.1109/RFID-TA.2012.6404512 conf/rfidta/2012 db/conf/rfidta/rfidta2012.html#MandelKSJ12 Bernd Kubina Martin Schussler Christian Mandel Holger Maune Dominikus Muller Andreas Ziroff Rolf Jakoby A coherent multi-reader approach to increase the working range of passive RFID systems. 350-355 2012 RFID-TA https://doi.org/10.1109/RFID-TA.2012.6404545 conf/rfidta/2012 db/conf/rfidta/rfidta2012.html#KubinaSMMMZJ12 Christian Mandel Udo Frese Annelid - a Novel Design for Actuated Robots Inspired by Ringed Worm's Locomotion. 265-270 2011 ECMR http://aass.oru.se/Agora/ECMR2011/proceedings/papers/ECMR2011_0030.pdf conf/ecmr/2011 db/conf/ecmr/ecmr2011.html#MandelF11 Christian Mandel Tim Laue 0001 Particle filter-based position estimation in road networks using digital elevation models. 5744-5749 2010 IROS https://doi.org/10.1109/IROS.2010.5650755 conf/iros/2010 db/conf/iros/iros2010.html#MandelL10 Christian Mandel Thorsten Lüth Tim Laue 0001 Thomas Röfer Axel Gräser Bernd Krieg-Brückner Navigating a smart wheelchair with a brain-computer interface interpreting steady-state visual evoked potentials. 1118-1125 2009 IROS https://doi.org/10.1109/IROS.2009.5354534 conf/iros/2009 db/conf/iros/iros2009.html#MandelLLRGK09 Christian Mandel Udo Frese Comparison of Wheelchair User Interfaces for the Paralysed: Head-Joystick vs. Verbal Path Selection from an offered Route-Set. 2007 EMCR http://ecmr07.informatik.uni-freiburg.de/proceedings/ECMR07_0048.pdf conf/emcr/2007 db/conf/emcr/emcr2007.html#MandelF07 Christian Mandel Udo Frese Thomas Röfer Design Improvements for Proportional Control of Autonomous Wheelchairs Via 3DOF Orientation Tracker. 1052-1059 2007 conf/iwann/2007 IWANN https://doi.org/10.1007/978-3-540-73007-1_127 db/conf/iwann/iwann2007.html#MandelFR07 Christian Mandel Udo Frese Thomas Röfer Robot Navigation based on the Mapping of Coarse Qualitative Route Descriptions to Route Graphs. 205-210 2006 IROS https://doi.org/10.1109/IROS.2006.282484 conf/iros/2006 db/conf/iros/iros2006.html#MandelFR06 Hui Shi 0001 Christian Mandel Robert J. Ross Interpreting Route Instructions as Qualitative Spatial Actions. 327-345 2006 conf/spatialCognition/2006 Spatial Cognition https://doi.org/10.1007/978-3-540-75666-8_19 db/conf/spatialCognition/spatialCognition2006.html#ShiMR06 Bernd Krieg-Brückner Udo Frese Klaus Lüttich Christian Mandel Till Mossakowski Robert J. Ross Specification of an Ontology for Route Graphs. 390-412 https://doi.org/10.1007/978-3-540-32255-9_22 2004 conf/spatialCognition/2004 Spatial Cognition db/conf/spatialCognition/spatialCognition2004.html#Krieg-BrucknerFLMMR04 Serge Autexier Oliver Birbach Christoph Budelmann Amit Choudhury Rolf Dembinski Udo Frese Axel Gräser Karin Hochbaum Dieter Hutter Christoph Int-Veen Rolf Jakoby Bernd Krieg-Brückner Bernd Kubina Tim Laue 0001 Christoph Lüth Thorsten Lüth Klaus Lüttich Volker Markl Holger Maune Till Mossakowski Dominikus Muller Thomas Röfer Robert J. Ross Johannes Rust Martin SchüßlerMartin Schussler Hui Shi 0001 Christoph Stahl Kathrin Stich Steffen Zeuch Ariane Ziehn Andreas Ziroff