Publications

2021

• Machine Learning for Sleep Stage ClassificationGoldammer, M., Ehrlich, F. & Malberg, H., 7 Oct 2021Research output: Contribution to conferences > Presentation slides
• Monitoring of specific metabolites in plasma by nmr spectroscopy under normothermic machine perfusion (nmp) of porcine kidneys with whole bloodPutz, J., Funk, A., Steinhauser, C., Yakac, A. E., Fuessel, S., Chavakis, T., Talhofer, P. & 7 others, 3 Oct 2021, In: Transplant international. 34, Suppl 2, p. 31-31, 1 p., PO-106Electronic (full-text) versionResearch output: Contribution to journal > Meeting abstract
• Pulse Arrival Time - A Sensitive Vital Parameter for the Detection of Mental StressErnst, H., Scherpf, M., Malberg, H. & Schmidt, M., 1 Oct 2021, In: Current Directions in Biomedical Engineering. 7, 2, p. 419-422, 4 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• The suitability of the classical kidney injury markers ngal, kim-1 and nag as early markers of reperfusion injury in porcine kidneys during normothermic whole-blood perfusionSteinhauser, C., Putz, J., Yakac, A. E., Fuessel, S., Doecke, A., Kromnik, S., Muehle, R. & 5 others, Oct 2021, In: Transplant international. 34, S2, p. 26-26, 1 p., PO-070Electronic (full-text) versionResearch output: Contribution to journal > Meeting abstract
• Automatic Classification of Full- and Reduced-Lead Electrocardiograms Using Morphological Feature ExtractionHammer, A., Scherpf, M., Ernst, H., Weiß, J., Schwensow, D. & Schmidt, M., 15 Sep 2021, 48th Conference Computing in Cardiology (CinC). Wiley-IEEE Press, Vol. 48. p. 1-4, 4 p., 9662797Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Cardiovascular Effects of Mental Stress in Healthy VolunteersErnst, H., Pannasch, S., Helmert, J. R., Malberg, H. & Schmidt, M., 15 Sep 2021, 48th Conference Computing in Cardiology (CinC). Wiley-IEEE Press, Vol. 48. p. 1-4, 4 p., 9662842Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Skin Segmentation for Imaging Photoplethysmography Using a Specialized Deep Learning ApproachScherpf, M., Ernst, H., Misera, L., Malberg, H. & Schmidt, M., 15 Sep 2021, 48th Conference Computing in Cardiology (CinC). Wiley-IEEE Press, Vol. 48. p. 1-4, 4 p., 9662682Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Evaluation of Ventricular Repolarization Variability in Patients With Nonischemic Dilated Cardiomyopathy From VectorcardiographySchmidt, M., 13 Sep 2021, 2021 Computing in Cardiology (CinC)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• KIM-1 shows potential to be predictive of re-perfusion damage in porcine kidneys during normothermic whole-blood machine perfusionSteinhauser, C., Putz, J., Yakaç, A. E., Füssel, S., Kromnik, S., Markgraf, W., Talhofer, P. & 4 others, Sep 2021, Der Urologe 2021 (Suppl. 1): Abstracts des 73. Kongresses der Deutschen Gesellschaft für Urologie e. V.. Suppl 1 ed., Springer-Medizin Verlag, Vol. 60. V06.1Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Using Machine Learning Algorithms for Identifying Gait Parameters Suitable to Evaluate Subtle Changes in Gait in People with Multiple SclerosisTrentzsch, K., Schumann, P., Śliwiński, G., Bartscht, P., Haase, R., Schriefer, D., Zink, A. & 4 others, 7 Aug 2021, In: Brain sciences. 11, 8, 1049Electronic (full-text) versionResearch output: Contribution to journal > Research article