Publications

2025

• 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. 2025, 1Electronic (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 JournalElectronic (full-text) versionResearch output: Contribution to journal > Research article
• Patient-Centered Risk Prediction, Prevention, and Intervention Platform (TIMELY) to Support the Continuum of Care in Coronary Artery Disease Using eHealth and Artificial Intelligence: Protocol for a Randomized Controlled TrialHabibovic, M., Douma, E., Schäfer, H., Sestayo-Fernandez, M., Roovers, T., Sun, X., Schmidt, H. & 14 others, 14 Aug 2025, In: JMIR research protocols. 14, e66283Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Bewertung von KI-Algorithmen für die klinische PSG-Auswertung am Beispiel der Apnoe-Erkennung: Anforderungen an die Daten und Entwicklung von ModellenEhrlich, F., Sedlmayr, M. & Goldammer, M., Jun 2025, In: Somnologie. 29, 2, p. 73-79, 7 p.Electronic (full-text) versionResearch output: Contribution to journal > Review article
• Prevalence for postural disorders and muscle dysfunctions in the examinations of 800 children and adolescents analysed for corresponding anthropometric risk factorsHeinke, A., Schumann, P. & Malberg, H., 25 Apr 2025, 20° SOSORT Meeting: Program and Abstract Book. p. 98-99, 2 p., 140Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Comparison of the VIVE In-Line Monitor (ILM) and the Terumo CDI 500 with the Radiometer ABL80 FLEXKromnik, S., Döcke, A., Gransow, M., Strauß, A. & Malberg, H., 22 Apr 2025, In: Perfusion : the leading journal in the field of extra-corporeal circulation. 40, Suppl 1, p. 249S-249S, 1 p., 92Electronic (full-text) versionResearch output: Contribution to journal > Meeting abstract
• Assessing the Diagnostic Validity of Torsobarography in ScoliosisStecher, N., Richter, L., Żurawski, A. Ł., Heinke, A., Harder, M. R., Jochim, T., Schumann, P. & 2 others, 15 Apr 2025, In: Sensors (Basel, Switzerland). 25, 8, 17 p., 2485Electronic (full-text) versionResearch output: Contribution to journal > Research article
• KI-basierte Diagnoseunterstützung anhand mobiler Langzeit-EKGs für telemedizinisch überwachte Patienten mit koronarer Herzkrankheit: Eine Fallstudie zu VorhofflimmernHammer, A., Schäfer, H., Gerdes, A., Schmitz, B., Mooren, F. C., Malberg, H., Linke, A. & 1 others, Apr 2025, 1 p.Electronic (full-text) versionResearch output: Contribution to conferences > Abstract
• Correlation of torsobarographic symmetry indices with surface topographic indices of adolescent idiopathic scoliosisStecher, N., Heinke, A., Jochim, T., Żurawski, A. Ł. & Malberg, H., 2025Electronic (full-text) versionResearch output: Contribution to conferences > Abstract