State-of-the-art sleep arousal detection evaluated on a comprehensive clinical dataset
Ehrlich, Franz, Sehr, Tony, Brandt, Moritz, Schmidt, Martin, Malberg, Hagen, Sedlmayr, Martin, Goldammer, Miriam
Published in Scientific reports (14.07.2024)
Published in Scientific reports (14.07.2024)
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Journal Article
Supporting regional pandemic management by enabling self-service reporting-A case report
Gebler, Richard, Lehmann, Martin, Löwe, Maik, Gruhl, Mirko, Wolfien, Markus, Goldammer, Miriam, Bathelt, Franziska, Karschau, Jens, Hasselberg, Andreas, Bierbaum, Veronika, Lange, Toni, Polotzek, Katja, Held, Hanns-Christoph, Albrecht, Michael, Schmitt, Jochen, Sedlmayr, Martin
Published in PloS one (31.01.2024)
Published in PloS one (31.01.2024)
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Journal Article
Hyperspectral Imaging during Normothermic Machine Perfusion-A Functional Classification of Ex Vivo Kidneys Based on Convolutional Neural Networks
Sommer, Florian, Sun, Bingrui, Fischer, Julian, Goldammer, Miriam, Thiele, Christine, Malberg, Hagen, Markgraf, Wenke
Published in Biomedicines (07.02.2022)
Published in Biomedicines (07.02.2022)
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Journal Article
Nucleated red blood cells as a prognostic marker for mortality in patients with SARS-CoV-2-induced ARDS: an observational study
Kirsch, Anna, Niebhagen, Felix, Goldammer, Miriam, Waske, Sandra, Heubner, Lars, Petrick, Paul, Güldner, Andreas, Koch, Thea, Spieth, Peter, Menk, Mario
Published in Journal of Anesthesia, Analgesia and Critical Care (Online) (28.06.2024)
Published in Journal of Anesthesia, Analgesia and Critical Care (Online) (28.06.2024)
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Journal Article
Investigation of automated sleep staging from cardiorespiratory signals regarding clinical applicability and robustness
Goldammer, Miriam, Zaunseder, Sebastian, Brandt, Moritz D., Malberg, Hagen, Gräßer, Felix
Published in Biomedical signal processing and control (01.01.2022)
Published in Biomedical signal processing and control (01.01.2022)
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Journal Article
Fusion of Features with Neural Networks for Prediction of Secondary Neurological Outcome After Cardiac Arrest
Hempel, Philip, Zaschke, Philip, Goldammer, Miriam, Spicher, Nicolai
Published in 2023 Computing in Cardiology (CinC) (01.10.2023)
Published in 2023 Computing in Cardiology (CinC) (01.10.2023)
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Conference Proceeding
Challenges in Retrieving Patterns from Generic Data Structures in Clinical Systems - A Technical Case Report
Gebler, Richard, Nguyen, Hung Manh, Donat, Luise, Helbig, Jens, Sedlmayr, Martin, Goldammer, Miriam, Reinecke, Ines
Published in Studies in health technology and informatics (30.08.2024)
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Published in Studies in health technology and informatics (30.08.2024)
Journal Article
Comparison of Signal Combinations for Cardiorespiratory Sleep Staging
Goldammer, Miriam, Zaunseder, Sebastian, Ehrlich, Franz, Malberg, Hagen
Published in 2022 Computing in Cardiology (CinC) (04.09.2022)
Published in 2022 Computing in Cardiology (CinC) (04.09.2022)
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Conference Proceeding
Automatic Sleep Arousal Detection Using Heart Rate From a Single-Lead Electrocardiogram
Ehrlich, Franz, Bender, Johannes, Malberg, Hagen, Goldammer, Miriam
Published in 2022 Computing in Cardiology (CinC) (04.09.2022)
Published in 2022 Computing in Cardiology (CinC) (04.09.2022)
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Conference Proceeding
Specializing CNN Models for Sleep Staging Based on Heart Rate
Goldammer, Miriam, Zaunseder, Sebastian, Malberg, Hagen, Graber, Felix
Published in 2020 Computing in Cardiology (13.09.2020)
Published in 2020 Computing in Cardiology (13.09.2020)
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Conference Proceeding
Individualized Sleep Stage Classification from Cardiorespiratory Features
Goldammer, Miriam, Weber, Lucas, Malberg, Hagen, Zaunseder, Sebastian
Published in 2019 13th International Symposium on Medical Information and Communication Technology (ISMICT) (01.05.2019)
Published in 2019 13th International Symposium on Medical Information and Communication Technology (ISMICT) (01.05.2019)
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Conference Proceeding
Sepsis Onset Prediction Applying a Stacked Combination of a Recurrent Neural Network and a Gradient Boosted Machine
Scherpf, Matthieu, Goldammer, Miriam, Malberg, Hagen, Graser, Felix
Published in 2019 Computing in Cardiology (CinC) (01.09.2019)
Published in 2019 Computing in Cardiology (CinC) (01.09.2019)
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Conference Proceeding