Publications

2022

• Detection of Fall Risk in Multiple Sclerosis by Gait Analysis—An Innovative Approach Using Feature Selection Ensemble and Machine Learning AlgorithmsSchumann, P., Scholz, M., Trentzsch, K., Jochim, T., Śliwiński, G., Malberg, H. & Ziemssen, T., Nov 2022, In: Brain sciences. 12, 11, 1477Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Maschinelles Lernen zur Schlafstadienklassifikation aus Herzrate und SauerstoffsättigungGoldammer, M., Ehrlich, F. & Malberg, H., Nov 2022Research output: Contribution to conferences > Poster
• Beat-to-Beat Blood Pressure Estimation by Photoplethysmography and Its InterpretationFleischhauer, V., Feldheiser, A. & Zaunseder, S., 17 Sep 2022, In: Sensors. 22, 18, 7037Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Inulin Clearance During Ex vivo Normothermic Machine Perfusion as a Marker of Renal FunctionMarkgraf, W., Mühle, R., Lilienthal, J., Kromnik, S., Thiele, C., Malberg, H., Janssen, M. & 1 others, 1 Sep 2022, In:  ASAIO journal : official journal of the American Society for Artificial Internal Organs. 68, 9, p. 1211-1218, 8 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Automatic Sleep Arousal Detection Using Heart Rate From a Single-Lead ElectrocardiogramEhrlich, F., Bender, J., Malberg, H. & Goldammer, M., Sep 2022, 4 p.Electronic (full-text) versionResearch output: Contribution to conferences > Paper
• Comparison of Signal Combinations for Cardiorespiratory Sleep StagingGoldammer, M., Zaunseder, S., Ehrlich, F. & Malberg, H., Sep 2022, 4 p.Electronic (full-text) versionResearch output: Contribution to conferences > Paper
• Investigation of the Drift Characteristics of Inline Blood Gas SensorsKromnik, S., Gransow, M., Döcke, A., Thiele, C. & Malberg, H., 31 Aug 2022, In:  Biomedical engineering : joint journal of the German Society for Biomedical Engineering in VDE and the Austrian and Swiss Societies for Biomedical Engineering. 67, s1, p. 153-153, 1 p.Electronic (full-text) versionResearch output: Contribution to journal > Meeting abstract
• Optimierung der kamerabasierten Photoplethysmographie für die kontaktlose Messung kardiovaskulärer ParameterErnst, H., Malberg, H. & Schmidt, M., 24 Aug 2022Electronic (full-text) versionResearch output: Contribution to conferences > Paper
• Biomarkers of kidney damage correlate with macroscopic quality of porcine kidneys during normothermic whole blood machine perfusionSteinhauser, C., Yakaç, A. E., Markgraf, W., Putz, J., Füssel, S., Döcke, A., Kromnik, S. & 4 others, 19 Aug 2022, Die Urologie: Abstracts des 74. Kongresses der Deutschen Gesellschaft für Urologie e. V.. Suppl 3 ed., Springer Medizin Verlag GmbH, Vol. 61. p. S129-S129, 1 p., AF07.1Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Patient-centered cardiac rehabilitation by AI-powered lifestyle intervention – the timely approachSchmitz, B., Gatsios, D., Peña-Gil, C., Juanatey, J., Prieto, D., Tsakanikas, V., Scharnagl, H. & 11 others, Aug 2022, In: AtherosclerosisElectronic (full-text) versionResearch output: Contribution to journal > Research article