Publications

2020

• Schlafstadienklassifikation ohne EEG: Analyse kardiorespiratorischer Merkmale mit CNNs – Eine Einführung ins maschinelle LernenGoldammer, M., Zaunseder, S., Malberg, H. & Gräßer, F. M., 31 Oct 2020Research output: Contribution to conferences > Presentation slides
• "ASYS-TRANSPLANT" - DEVELOPMENT OF AN ASSISTANCE SYSTEM FOR THE FUNCTIONAL EVALUATION OF DONOR KIDNEYS IN TRANSPLANT-MEDICINEPutz, J., Fuessel, S., Kromnik, S., Malberg, H., Markgraf, W., Muehle, R., Steinhauser, C. & 4 others, Oct 2020, In: Transplant international. 33, p. 35-35Research output: Contribution to journal > Meeting abstract
• Instantaneous Cardiac Baroreflex Sensitivity: xBRS Method Quantifies Heart Rate Blood Pressure Variability Ratio at Rest and During Slow BreathingWessel, N., Gapelyuk, A., Weiß, J., Schmidt, M., Kraemer, J. F., Berg, K., Malberg, H. & 2 others, 24 Sep 2020, In: Frontiers in neuroscienceElectronic (full-text) versionResearch output: Contribution to journal > Research article
• More Reliable Remote Heart Rate Measurement by Signal Quality IndexesErnst, H., Malberg, H. & Schmidt, M., 16 Sep 2020, 47th Conference Computing in Cardiology (CinC). Wiley-IEEE Press, p. 1-4, 4 p., 9344268Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Specializing CNN Models for Sleep Staging Based on Heart RateGoldammer, M., Zaunseder, S., Malberg, H. & Gräßer, F., 16 Sep 2020, 2020 Computing in Cardiology. Wiley-IEEE Press, p. 1-4, 4 p., 9344270Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• DeepPerfusion: Camera-based Blood Volume Pulse Extraction Using a 3D Convolutional Neural NetworkScherpf, M., Ernst, H., Malberg, H. & Schmidt, M., 13 Sep 2020, 47th Conference Computing in Cardiology (CinC). IEEE Computer Society, Washington , 9344435. (Computing in Cardiology; vol. 2020-September)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Color Spaces and Regions of Interest in Camera Based Heart Rate EstimationErnst, H., Scherpf, M., Malberg, H. & Schmidt, M., 15 Jul 2020, 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO). Wiley-IEEE Press, p. 1-2, 2 p., 9158147Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Non-invasive foetal ECG signal quality assessment by experts and non-expertsWeiss, J., Malberg, H. & Schmidt, M., Jul 2020Electronic (full-text) versionResearch output: Contribution to conferences > Abstract
• The FED-Method (Fixation, Elongation, Derotation) - Machine-supported Treatment Approach to Patients with Idiopathic Scoliosis - Systematic ReviewNisser, J., Smolenski, U., Sliwinski, G. E., Schumann, P., Heinke, A., Malberg, H., Werner, M. & 4 others, Jun 2020, In: Zeitschrift fur Orthopadie und Unfallchirurgie. 158, 3, p. 318-332, 15 p.Electronic (full-text) versionResearch output: Contribution to journal > Review article
• Mapping of language and motor function during awake neurosurgery with intraoperative optical imagingOelschlägel, M., Meyer, T., Morgenstern, U., Wahl, H., Gerber, J., Reiß, G., Koch, E. & 4 others, 1 Feb 2020, In: Neurosurgical Focus. 48, 2, p. E3Electronic (full-text) versionResearch output: Contribution to journal > Research article