Publications

2026

• A multimodal strategy for assessing oxygenator degradation during extracorporeal membrane oxygenation (ECMO): an in vitro evaluationKromnik, S., Doecke, A. & Malberg, H., 13 Oct 2026, In: at - Automatisierungstechnik. 74, 9, p. 741-752, 12 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• An Explainable, Demographic-Aware ECG Transformer for Atrial Fibrillation DetectionZannini, M., Malberg, H. & Schmidt, M., 2 Oct 2026, In: Current Directions in Biomedical Engineering. 12, 1, p. 656-659Electronic (full-text) versionResearch output: Contribution to journal > Conference article
• Oxygenator deterioration in a standardized in vitro setup: pressure drop, CT-based clot burden, and hemolysisDoecke, A., Vötterl, A., Apolle, R., Huhle, R., Kromnik, S. & Malberg, H., 2 Oct 2026, In: Current Directions in Biomedical Engineering. 12, 1, p. 104-107, 4 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
• Robust information transfer calculation reveals dynamic networks during sleep arousalHohmuth, R., Müller, J. J., Malberg, H. & Schmidt, M., 17 Sep 2026, In: Frontiers in Network Physiology. 6, 6Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Oxygenator deterioration in a standardized in vitro setup: pressure drop, CT-based clot burden, and hemolysisDoecke, A., Vötterl, A., Apolle, R., Huhle, R., Kromnik, S. & Malberg, H., 21 Aug 2026, In:  Biomedical engineering : joint journal of the German Society for Biomedical Engineering in VDE and the Austrian and Swiss Societies for Biomedical Engineering. 71, Suppl 1, p. 66, 1 p.Electronic (full-text) versionResearch output: Contribution to journal > Meeting abstract
• Estimating changes in systolic blood pressure based on pulse wave morphology using paired segment comparisonScherpf, M., Ernst-Völker, H., Malberg, H. & Schmidt, M., Jul 2026, In: Physiological measurement. 47, 7, 075002Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Cross-domain transfer learning strategy enhances interpretability of deep learning model explanationsZannini, M., Hammer, A., Malberg, H. & Schmidt, M., 24 Jun 2026, In: Scientific reports. 16, 1, 19583Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Supporting the continuum of care in coronary artery disease using patient-centered eHealth and artificial intelligence: outcome of the TIMELY multicenter randomized controlled trialTIMELY consortium, Schmitz, B., Garbsch, R., Habibovic, M., Schmidt, H., Pena-Gil, C., Gonzalez-Juanatey, J. R. & 9 others, 11 Jun 2026, In: European journal of preventive cardiology. 33, Suppl 2Electronic (full-text) versionResearch output: Contribution to journal > Meeting abstract
• MBrace: Modulares Leichtbaukorsett für die Skolioseversorgung – nutzerzentriert entwickelt, optisch vermessen und KI-gestützt ausgewertetSpickenheuer, A., Jochim, T., Laabs, P., Żurawski, A., Garray, D., Henry, E., Bruk, S. & 7 others, Jun 2026, In: Orthopädie-Technik. 77, 6, p. 64-71Research output: Contribution to journal > Research article
• Anatomical plane multi-view learning for detecting spinal deformities with surface topographyJochim, T., Heinke, A., Żurawski, A. & Malberg, H., 14 Mar 2026, In: Proceedings on Automation in Medical Engineering. 3, 1, 2 p., 2486Electronic (full-text) versionResearch output: Contribution to journal > Conference article