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  1. Merkelbach, Kilian [Author] ; Schuppert, Andreas [Degree supervisor]; Trimpe, Johann Sebastian [Degree supervisor]

    Salient features for longitudinal patient data using deep recurrent autoencoders

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    Aachen: Universitätsbibliothek der RWTH Aachen, 2023

    Published in: Aachen : RWTH Aachen University, 2023

  2. Merkelbach, Kilian [Author] ; Schuppert, Andreas [Degree supervisor]; Trimpe, Johann Sebastian [Degree supervisor]

    Salient features for longitudinal patient data using deep recurrent autoencoders

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    Aachen: Universitätsbibliothek der RWTH Aachen, 2023

    Published in: Aachen ; RWTH Aachen University, 2023

  3. Hadizadeh Esfahani, Ali [Author] ; Schuppert, Andreas [Degree supervisor]; Costa Filho, Ivan Gesteira [Degree supervisor]

    A generic knowledge-driven dimensionality reduction tool for stress response modeling in living systems

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    Aachen: Universitätsbibliothek der RWTH Aachen, 2021

    Published in: Aachen : RWTH Aachen University, 2021

  4. Hadizadeh Esfahani, Ali [Author] ; Schuppert, Andreas [Degree supervisor]; Costa Filho, Ivan Gesteira [Degree supervisor]

    A generic knowledge-driven dimensionality reduction tool for stress response modeling in living systems

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    Aachen: Universitätsbibliothek der RWTH Aachen, 2021

    Published in: Aachen ; RWTH Aachen University, 2021

  5. Fritsch, Sebastian [Author]; Bickenbach, Johannes [Author]; Schuppert, Andreas [Author]

    Development of a ML model to predict the duration of unassisted spontaneous breathing in prolonged weaning from mechanical ventilation

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    Forschungszentrum Jülich: JuSER (Juelich Shared Electronic Resources), 2023

    Published in: doi:10.34734/FZJ-2023-03915 ; Opening Symposium Center for Computational Life Sciences, Aachen, Germany, 2023-10-12 - 2023-10-13

  6. Barakat, Chadi [Author]; Aach, Marcel [Author]; Schuppert, Andreas [Author]; Brynjólfsson, Sigurður [Author]; Fritsch, Sebastian [Author]; Riedel, Morris [Author]

    Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support

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    MDPI, 2023

    Published in: Diagnostics 13(3), 391 (2023). doi:10.3390/diagnostics13030391 special issue: "Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care of Cardiopulmonary Diseases-Volume 2"

  7. Merkelbach, Kilian [Author]; Schaper, Steffen [Author]; Diedrich, Christian [Author]; Fritsch, Sebastian Johannes [Author]; Schuppert, Andreas [Author]

    Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups

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    Macmillan Publishers Limited, part of Springer Nature, 2023

    Published in: Scientific reports 13(1), 4053 (2023). doi:10.1038/s41598-023-30986-1

  8. Merger, Claudia Lioba [Author]; Reinartz, Timo [Author]; Wessel, Stefan [Author]; Honerkamp, Carsten [Author]; Schuppert, Andreas [Author]; Helias, Moritz [Author]

    Global hierarchy vs. local structure: Spurious self-feedback in scale-free networks

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    APS, 2021

    Published in: Physical review research 3(3), 033272 (2021). doi:10.1103/PhysRevResearch.3.033272

  9. Maassen, Oliver [Author]; Fritsch, Sebastian [Author]; Palm, Julia [Author]; Deffge, Saskia [Author]; Kunze, Julian [Author]; Marx, Gernot [Author]; Riedel, Morris [Author]; Schuppert, Andreas [Author]; Bickenbach, Johannes [Author]

    Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey

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    Healthcare World, 2021

    Published in: Journal of medical internet research 23(3), e26646 - (2021). doi:10.2196/26646

  10. Barakat, Chadi [Author]; Sharafutdinov, Konstantin [Author]; Busch, Josefine [Author]; Saffaran, Sina [Author]; Bates, Declan G. [Author]; Hardman, Jonathan G. [Author]; Schuppert, Andreas [Author]; Brynjólfsson, Sigurður [Author]; Fritsch, Sebastian [Author]; Riedel, Morris [Author]

    Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome

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    MDPI, 2023

    Published in: Diagnostics 13(12), 2098 (2023). doi:10.3390/diagnostics13122098 special issue: "AI-Driven Intelligent Health Care Diagnostic Solutions: A Machine Learning Approach"

  11. Hadizadeh Esfahani, Ali [Author]; Maß, Janina [Author]; Hallab, Asis [Author]; Schuldt, Bernhard M [Author]; Nevarez, David [Author]; Usadel, Björn [Author]; Ott, Mark-Christoph [Author]; Buer, Benjamin [Author]; Schuppert, Andreas [Author]

    Plant PhysioSpace: a robust tool to compare stress response across plant species

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    Forschungszentrum Jülich: JuSER (Juelich Shared Electronic Resources), 2021

    Published in: Seminar, Germany

  12. Hadizadeh Esfahani, Ali [Author]; Maß, Janina [Author]; Hallab, Asis [Author]; Schuldt, Bernhard M [Author]; Nevarez, David [Author]; Usadel, Björn [Author]; Ott, Mark-Christoph [Author]; Buer, Benjamin [Author]; Schuppert, Andreas [Author]

    Plant PhysioSpace: a robust tool to compare stress response across plant species

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    Soc., 2021

    Published in: Plant physiology 187(3), 1795 - 1811 (2021). doi:10.1093/plphys/kiab325

  13. Wolkenhauer, Olaf [Author]; Auffray, Charles [Author]; Brass, Olivier [Author]; Clairambault, Jean [Author]; Deutsch, Andreas [Author]; Drasdo, Dirk [Author]; Gervasio, Francesco [Author]; Preziosi, Luigi [Author]; Maini, Philip [Author]; Marciniak-Czochra, Anna [Author]; Kossow, Christina [Author]; Kuepfer, Lars [Author]; Rateitschak, Katja [Author]; Ramis-Conde, Ignacio [Author]; Ribba, Benjamin [Author]; Schuppert, Andreas [Author]; Smallwood, Rod [Author]; Stamatakos, Georgios [Author]; Winter, Felix [Author]; Byrne, Helen [Author]

    Enabling multiscale modeling in systems medicine

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    BioMed Central, 2014