Dr. Tobias Steigleder

2025

• Grießhammer, S.G., Malessa, A., Lu, H., Yip, J., Leuschner, J., Christgau, F.,... Ostgathe, C. (2025). Correction to: Contactless radar-based heart rate estimation in palliative care – a feasibility study and possible use in symptom management (BMC Palliative Care, (2024), 23, 1, (273), 10.1186/s12904-024-01592-3). BMC Palliative Care, 24(1). https://doi.org/10.1186/s12904-025-01741-2
• Meindl, O., Peuten, S., Striebel, X., Gimpel, H., Ostgathe, C., Schneider, W., & Steigleder, T. (2025). Designing knowledge-driven digitalization: novel recommendations for digitally supported multi-professional collaboration. Frontiers in Digital Health, 7. https://doi.org/10.3389/fdgth.2025.1511973
• Oesten, M., Abel, L., Albrecht, N.C., Richer, R., Langer, D., Grießhammer, S.,... Eskofier, B. (2025). Systematic Investigation of Heart Sound Propagation using Continuous Wave Radar. IEEE Journal of Biomedical and Health Informatics. https://doi.org/10.1109/JBHI.2025.3530821
• Richer, R., Jorkowitz, J., Stühler, S., Abel, L., Kurz, M., Oesten, M.,... Eskofier, B. (2025). PEPbench -- Open, Reproducible, and Systematic Benchmarking of Automated Pre-Ejection Period Extraction Algorithms. (Unpublished, Submitted).

2024

• Gahr, S., Ostgathe, C., & Steigleder, T. (2024). Palliativmedizin: von zeitgerechter Integration bis Umgang mit unerträglichem Leid. Frauenheilkunde up2date, 18, 69-85. https://doi.org/10.1055/a-1861-7909
• Grießhammer, S., Malessa, A., Lu, H., Yip, J., Leuschner, J., Christgau, F.,... Ostgathe, C. (2024). Contactless radar-based heart rate estimation in palliative care – a feasibility study and possible use in symptom management. BMC Palliative Care, 23. https://doi.org/10.1186/s12904-024-01592-3
• Lu, H., Ostgathe, C., Koelpin, A., & Steigleder, T. (2024). CW Radar-based Non-Contact Respiration Monitoring using Complex-Valued Neural Networks. In 2024 21st European Radar Conference (EuRAD) (pp. 320-323). Paris, FR: Institute of Electrical and Electronics Engineers Inc..
• Mejdani, D., Bräunig, J., Grießhammer, S., Krauß, D., Steigleder, T., Engel, L.,... Vossiek, M. (2024). Radar-Based Tremor Quantification Using Deep Learning for Improved Parkinson’s and Palliative Care Assessment. IEEE Transactions on Radar Systems, 2, 1174-1185. https://doi.org/10.1109/TRS.2024.3494473
• Wöhl, M., Gimpel, H., Meindl, O., Ostgathe, C., Peuten, S., Schneider, W., & Steigleder, T. (2024). Boosting Multi-Professional Collaboration in Palliative Care Through Digital Technologies: An Action Design Research Study. Business & Information Systems Engineering. https://doi.org/10.1007/s12599-024-00897-0
• Öhl, N., Steigleder, T., Hille, E.M., Braun, M., Weisser, A., Muehlensiepen, F.,... Heckel, M. (2024). Soziale Implikationen von Gesundheitstechnologien in der Palliativversorgung – Entwicklung eines konzeptionellen Rahmenwerks. Zeitschrift für Palliativmedizin, 25. https://doi.org/10.1055/s-0044-1788351
• Öhl, N., Weisser, A., Ott, T., Grießhammer, S., Yip, J., Klinger, I.,... Heckel, M. (2024). Mit Bürgerinnen und Bürgern über Forschung und technische Innovationen in der Palliativversorgung ins Gespräch kommen – Pilotierung eines ELSI-Cafés. Zeitschrift für Palliativmedizin, 25. https://doi.org/10.1055/s-0044-1788353

2023

• Bräunig, J., Mejdani, D., Krauß, D., Grießhammer, S., Richer, R., Schüßler, C.,... Vossiek, M. (2023). Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning. In 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI). Pittsburgh, US: New York City: IEEE.
• Grimminger, S., Heckel, M., Markgraf, M., Peuten, S., Wöhl, M., Gimpel, H.,... Schneider, W. (2023). Palliative care as a digital working world (PALLADiUM) - A mixed-method research protocol. BMC Palliative Care, 22(1). https://doi.org/10.1186/s12904-023-01173-w
• Lu, H., Wenzel, M., Steigleder, T., Klinger, I., Ostgathe, C., & Koelpin, A. (2023). Contactless In-Bed Movement in Various Scales Classification with CW Radar. In 20th European Radar Conference, EuRAD 2023 (pp. 306-309). Berlin, DE: Institute of Electrical and Electronics Engineers Inc..
• Ott, T., Heckel, M., Öhl, N., Steigleder, T., Albrecht, N., Ostgathe, C., & Dabrock, P. (2023). Palliative Care and new technologies. The use of smart sensor technologies and its impact on the Total Care principle. BMC Palliative Care. https://doi.org/10.1186/s12904-023-01174-9
• Öhl, N., Ostgathe, C., Steigleder, T., Klinger, I., Weisser, A., & Heckel, M. (2023). Social Implications of Technology Applications in Palliative Care - Development of a Conceptual Framework. In Proceedings of the World Congress of the European Association for Palliative Care. Rotterdam, NL.

2022

• Fidorra, J., Nissen, M., Abdullahi Yari, I., Ostgathe, C., Steigleder, T., & Eskofier, B. (2022). Concept of a Simple Reaction Test for eHealth-Based Opioid Response Assessment in Palliative Care. Poster presentation at 12th World Research Congress of the European Association for Palliative Care, Online.
• Lu, H., Yip, J., Steigleder, T., Grießhammer, S., Heckel, M., Jami, J.,... Kölpin, A. (2022). A Lightweight Robust Approach for Automatic Heart Murmurs and Clinical Outcomes Classification from Phonocardiogram Recordings. In 2022 Computing in Cardiology (CinC). Tampere, FI: New York City: IEEE.
• Steigleder, T. (2022). Is there a role for technology in palliative care? In Proceedings of the World Congress of the European Association for Palliative Care. online.
• Steigleder, T. (2022). Radar-basiertes Monitoring von Vitalparametern in der Palliativmedizin. In Tagungsband Kongress der Deutschen Gesellschaft für Neurologie. Berlin.
• Steigleder, T. (2022). Vitalparameter bei Sterbenden. In Tagungsband Deutscher Krebskongress (S. 2022). Berlin.
• Yip, J., Steigleder, T., Heckel, M., Eskofier, B., & Ostgathe, C. (2022, August). Die Beschreibung des Gesundheitszustandes anhand von Veränderungen in Bewegungsmustern von Palliativpatient:innen – Eine explorative Erfassung. Paper presentation at Kongress der Deutschen Gesellschaft für Palliativmedizin, Bremen.

2021

• Haas, O., Lopera Gonzalez, L.I., Hofmann, S., Ostgathe, C., Maier, A., Rothgang, E.,... Steigleder, T. (2021). Predicting Anxiety in Routine Palliative Care Using Bayesian-Inspired Association Rule Mining. Frontiers in Digital Health, 3. https://doi.org/10.3389/fdgth.2021.724049
• Kamal Mallick, M., Biser, S., Haridas, A., Umesh, V., Toensing, O., Abdullahi, I.,... Steigleder, T. (2021). Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study. Frontiers in Digital Health, 3(765867). https://doi.org/10.3389/fdgth.2021.765867
• Shi, K., Steigleder, T., Schellenberger, S., Michler, F., Malessa, A., Lurz, F.,... Kölpin, A. (2021). Contactless analysis of heart rate variability during cold pressor test using radar interferometry and bidirectional LSTM networks. Scientific Reports, 11(1). https://doi.org/10.1038/s41598-021-81101-1

2020

• Schellenberger, S., Shi, K., Steigleder, T., Malessa, A., Michler, F., Hameyer, L.,... Kölpin, A. (2020). A dataset of clinically recorded radar vital signs with synchronised reference sensor signals. Scientific Data. https://doi.org/10.1038/s41597-020-00629-5
• Shi, K., Schellenberger, S., Will, C., Steigleder, T., Michler, F., Fuchs, J.,... Kölpin, A. (2020). A dataset of radar-recorded heart sounds and vital signs including synchronised reference sensor signals. Scientific Data, 7(1). https://doi.org/10.1038/s41597-020-0390-1
• Shi, K., Schellenberger, S., Will, C., Steigleder, T., Michler, F., Fuchs, J.,... Kölpin, A. (2020). A dataset of radar-recorded heart sounds and vital signs including synchronised reference sensor signals. Scientific Data. https://doi.org/10.6084/m9.figshare.11778900
• Sternemann, U., Suchantke, I., Schmidt, K.-G., Höfner, P., Wagner, D., Ollenschläger, M.,... Steigleder, T. (2020, August). Entwicklung einer Applikation zum Home-Monitoring des Gesundheitszustandes von Palliativpatienten - eine Proof-of-Concept-Studie. Poster presentation at 13. DGP Kongress Deutsche Gesellschaft für Palliativmedizin, Wiesbaden, DE.