Publications

2020

• 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

2019

• Sepsis Onset Prediction Applying a Stacked Combination of a Recurrent Neural Network and a Gradient Boosted MachineScherpf, M., Goldammer, M., Malberg, H. & Gräßer, F. M., 30 Dec 2019, 2019 Computing in Cardiology Conference (CinC)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Sex Differences in Nocturnal Ventricular Repolarization VariabilitySchmidt, M., Baumert, M., Malberg, H. & Zaunseder, S., 30 Dec 2019, 2019 Computing in Cardiology Conference (CinC)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Schlafphasenklassifikation anhand kardiorespiratorischer Signale: Anwendung von Neuronalen Netzen zur Merkmalsoptimierung für die automatisierte SchlafphasenklassifikationGoldammer, M., Kalbreyer, A., Malberg, H., Zaunseder, S. & Gräßer, F. M., 9 Nov 2019Research output: Contribution to conferences > Poster
• CLUSTERING ALGORITHMS FOR EX VIVO PERFUSED KIDNEYS IN NORMOTHERMIC MACHINE PERFUSIONKromnik, S., Thiele, C., Malberg, H. & Janssen, M., Oct 2019, In: Transplant international. 32, p. 32-32Research output: Contribution to journal > Meeting abstract
• Predicting sepsis with a recurrent neural network using the MIMIC III databaseScherpf, M., Gräßer, F. M., Malberg, H. & Zaunseder, S., Oct 2019, In: Computers in biology and medicineElectronic (full-text) versionResearch output: Contribution to journal > Research article