Showing 1 - 6 results of 6 for search 'Sebastian Johannes Fritsch', query time: 0.04s Refine Results
  1. 1
    Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups

    Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups by Kilian Merkelbach, Steffen Schaper, Christian Diedrich, Sebastian Johannes Fritsch, Andreas Schuppert

    Published 2023-03-01
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  2. 2
    Haemoglobin value and red blood cell transfusions in prolonged weaning from mechanical ventilation: a retrospective observational study

    Haemoglobin value and red blood cell transfusions in prolonged weaning from mechanical ventilation: a retrospective observational study by Gernot Marx, Michael Dreher, Johannes Bickenbach, Sebastian Johannes Fritsch, Tim-Philipp Simon

    Published 2022-06-01
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  3. 3
    Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets

    Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine... by Konstantin Sharafutdinov, Konstantin Sharafutdinov, Konstantin Sharafutdinov, Jayesh S. Bhat, Jayesh S. Bhat, Sebastian Johannes Fritsch, Sebastian Johannes Fritsch, Sebastian Johannes Fritsch, Kateryna Nikulina, Kateryna Nikulina, Kateryna Nikulina, Moein E. Samadi, Moein E. Samadi, Richard Polzin, Richard Polzin, Richard Polzin, Hannah Mayer, Hannah Mayer, Gernot Marx, Gernot Marx, Johannes Bickenbach, Johannes Bickenbach, Andreas Schuppert, Andreas Schuppert, Andreas Schuppert

    Published 2022-10-01
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  4. 4
    A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals

    A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals by Moein E. Samadi, Jorge Guzman-Maldonado, Kateryna Nikulina, Hedieh Mirzaieazar, Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Andreas Schuppert

    Published 2024-03-01
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  5. 5
    Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets

    Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets by Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Mina Iravani, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, Richard Polzin, Hannah Mayer, Gernot Marx, Johannes Bickenbach, Andreas Schuppert

    Published 2024-01-01
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  6. 6
    Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy

    Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy by Stefan Kluge, Gernot Marx, Christian Putensen, Danny Ammon, Silke Haferkamp, Saskia Deffge, Thomas Wendt, Daniel Tiller, André Scherag, Philipp Simon, Johannes Bickenbach, Sebastian Johannes Fritsch, Julian Benedict Kunze, Oliver Maassen, Jennifer Kistermann, Irina Lutz, Nora Kristiana Voellm, Volker Lowitsch, Richard Polzin, Konstantin Sharafutdinov, Hannah Mayer, Lars Kuepfer, Rolf Burghaus, Walter Schmitt, Joerg Lippert, Morris Riedel, Chadi Barakat, André Stollenwerk, Simon Fonck, Sven Zenker, Felix Erdfelder, Daniel Grigutsch, Rainer Kram, Susanne Beyer, Knut Kampe, Jan Erik Gewehr, Friederike Salman, Patrick Juers, Emilia Wisotzki, Sebastian Gross, Lorenz Homeister, Frank Bloos, Susanne Mueller, Julia Palm, Nora Jahn, Markus Loeffler, Tobias Schuerholz, Petra Groeber, Andreas Schuppert

    Published 2021-04-01
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