Publications

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
• Beat-to-Beat Analysis of Vectorcardiogram by Inhomogeneous Template AdaptationKarisik, F., Schmidt, M. & Baumert, M., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Individualized Sleep Stage Classification from Cardiorespiratory FeaturesGoldammer, M., Weber, L., Malberg, H. & Zaunseder, S., 10 May 2019, 2019 13th International Symposium on Medical Information and Communication Technology (ISMICT). Wiley-IEEE Press, p. 1-6, 6 p., 8743755Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Aufbau und Verbindungstechnik für Mobile In-vivo BlutspektrometrieSchaulin, M., Zaunseder, S., Schmidt, M. & Bock, K., 2019, MikroSystemTechnik Kongress 2019 - Mikroelektronik | MEMS-MOEMS | Systemintegration - Saulen der Digitalisierung und kunstlichen Intelligenz, Proceedings. VDE Verlag, Berlin [u. a.], p. 635-638, 4 p.Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution

2018

• Intraoperative optical imaging of metabolic changes after direct cortical stimulation-a clinical tool for guidance during tumor resection?Oelschlägel, M., Meyer, T., Schackert, G., Kirsch, M., Sobottka, S. B. & Morgenstern, U., 25 Oct 2018, In:  Biomedical engineering : joint journal of the German Society for Biomedical Engineering in VDE and the Austrian and Swiss Societies for Biomedical Engineering. 63, 5, p. 617-634, 18 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Optical imaging methods in medicine: How can we escape the plausibility trap?Nahm, W., Hornberger, C., Morgenstern, U. & Sobottka, S. B., 25 Oct 2018, In:  Biomedical engineering : joint journal of the German Society for Biomedical Engineering in VDE and the Austrian and Swiss Societies for Biomedical Engineering. 63, 5, p. 507-510, 4 p.Electronic (full-text) versionResearch output: Contribution to journal > Review article