Publications

2026

• 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
• Estimating changes in systolic blood pressure based on pulse wave morphology using paired segment comparisonScherpf, M., Ernst-Völker, H., Malberg, H. & Schmidt, M., 19 Jun 2026, In: Physiological measurementElectronic (full-text) versionResearch output: Contribution to journal > Research article
• 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
• Correlation between torsobarography and surface topography for spinal analysisStecher, N., Heinke, A., Żurawski, A. & Malberg, H., 14 Mar 2026, In: Proceedings on Automation in Medical Engineering. 3, 1, 2 p., 2499Electronic (full-text) versionResearch output: Contribution to journal > Conference article
• In vitro VV-ECMO mock circuit to quantify oxygen transfer across ARDS and ECMO weaning stagesDoecke, A., Neubauer, L., Kromnik, S. & Malberg, H., 14 Mar 2026, In: Proceedings on Automation in Medical Engineering. 3, 1, 2 p., 2535Electronic (full-text) versionResearch output: Contribution to journal > Conference article
• Extending convolutional neural networks to detect differences in symmetry in videorasterstereographic back scans with the aim to improve screening for adolescent idiopathic scoliosisJochim, T., Wilhelm, P., Tschirschky, A., Żurawski, A., Heinke, A., Stecher, N. & Malberg, H., Feb 2026, In: European Spine Journal. 35, 2, p. 414-421, 8 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• From Networks to Architectures: Trustworthy AI Models for Medical ApplicationsSchmidt, M., 2026, Encyclopedia of Exercise Medicine in Health and Disease. Springer, p. 1-7, 7 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Chapter in book/Anthology/Report
• Non-invasive measures of acute mental stressErnst-Völker, H. & Schmidt, M., 2026, Biological Measures of Well-Being. 1 ed., London, Cambridge: Elsevier, p. 161-173Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Chapter in book/Anthology/Report

2025

• Contribution of Extracorporeal Membrane Oxygenation to Overall Gas Exchange in a Porcine Model of Lung Injury*Döcke, A., Kromnik, S., Wittenstein, J., Scharffenberg, M., Abreu, M. G. D., Gransow, M., Huhle, R. & 1 others, 3 Dec 2025, 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Institute of Electrical and Electronics Engineers (IEEE), Vol. 2025. p. 1-6, 6 p., 11253862Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution