Publications

2026

• 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

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
• 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., 10 Nov 2025, In: European Spine Journal. 8 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Explainable and interpretable AI visualises self-learned clinically relevant ECG characteristics of rhythm and morphology paving the way for trustworthy diagnostic supportHammer, A., Haensch, F., Seliger, L., Malberg, H., Linke, A. & Schmidt, M., 5 Nov 2025, In: European Heart Journal. 46, Suppl 1, ehaf784.4412Electronic (full-text) versionResearch output: Contribution to journal > Meeting abstract
• Anforderungen an ­ KI- Algorithmen für die klinische ­ PSG- Auswertung: Eine Analyse am Beispiel der Apnoe- ErkennungEhrlich, F., Sedlmayr, M. & Goldammer, M., 18 Sep 2025, p. S6Electronic (full-text) versionResearch output: Contribution to conferences > Abstract
• Brace Effects on Spatiotemporal Gait Parameters from Pedobarography in Adolescent Idiopathic ScoliosisTschirschky, A., Żurawski, A., Dohndorf, J., Malberg, H. & Schmidt, M., 1 Sep 2025, In: Current Directions in Biomedical Engineering. 11, 1, p. 441-444, 4 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Continuous monitoring of carbon dioxide removal of native and membrane lung in a porcine model of lung injuryDoecke, A., Kromnik, S., Wittenstein, J., Scharffenberg, M., Gama de Abreu, M., Gransow, M., Huhle, R. & 1 others, 1 Sep 2025, In:  Biomedical engineering : joint journal of the German Society for Biomedical Engineering in VDE and the Austrian and Swiss Societies for Biomedical Engineering. 70, s1, p. 257-257, 1 p., 391Electronic (full-text) versionResearch output: Contribution to journal > Meeting abstract
• DeepPerfusion: A comprehensible two-branched deep learning architecture for high-precision blood volume pulse extraction based on imaging photoplethysmographyScherpf, M., Ernst, H., Malberg, H. & Schmidt, M., Sep 2025, In: Computers in biology and medicine. 196, Part A, 110571Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Fusion of automatically learned rhythm and morphology features matches diagnostic criteria and enhances AI explainabilityHammer, A., Goettling, M., Malberg, H., Linke, A., Richter, S., Mangner, N. & Schmidt, M., 28 Aug 2025, In: npj Artificial Intelligence. 1, 19Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Non-invasive maturity assessment of iPSC-CMs based on optical maturity characteristics using interpretable AIScheurer, F., Hammer, A., Schubert, M., Steiner, R., Gamm, O., Guan, K., Sonntag, F. & 2 others, 22 Aug 2025, In: Computational and Structural Biotechnology Journal. 27, p. 3719-3728, 10 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article