Search Results - Saehn, Marwin

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  1. 1
    Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning

    Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning by Tayebi Arasteh, Soroosh, Kuhl, Christiane, Saehn, Marwin-Jonathan, Isfort, Peter, Truhn, Daniel, Nebelung, Sven

    Published in Scientific reports
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  2. 2
    Collaborative training of medical artificial intelligence models with non-uniform labels

    Collaborative training of medical artificial intelligence models with non-uniform labels by Tayebi Arasteh, Soroosh, Isfort, Peter, Saehn, Marwin, Mueller-Franzes, Gustav, Khader, Firas, Kather, Jakob Nikolas, Kuhl, Christiane, Nebelung, Sven, Truhn, Daniel

    Published in Scientific reports
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  3. 3
    Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs

    Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs by Tayebi Arasteh, Soroosh, Lotfinia, Mahshad, Nolte, Teresa, Sähn, Marwin-Jonathan, Isfort, Peter, Kuhl, Christiane, Nebelung, Sven, Kaissis, Georgios, Truhn, Daniel

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  4. 4
    Mind the Gap: Federated Learning Broadens Domain Generalization in Diagnostic AI Models

    Mind the Gap: Federated Learning Broadens Domain Generalization in Diagnostic AI Models by Soroosh Tayebi Arasteh, Kuhl, Christiane, Marwin-Jonathan Saehn, Isfort, Peter, Truhn, Daniel, Nebelung, Sven

    Published in arXiv.org
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  5. 5
    The prognostic relevance of pleural effusion in patients with COVID-19 - A German multicenter study

    The prognostic relevance of pleural effusion in patients with COVID-19 - A German multicenter study by Bucher, Andreas Michael, Dietz, Julia, Ehrengut, Constantin, Müller, Lukas, Schramm, Dominik, Akinina, Alena, Drechsel, Michelle, Kloeckner, Roman, Sieren, Malte, Isfort, Peter, Sähn, Marwin-Jonathan, Fink, Matthias A., Móré, Dorottya, Melekh, Bohdan, Meinel, Felix G., Schön, Hanna, May, Matthias Stefan, Siegler, Lisa, Münzfeld, Hanna, Ruppel, Richard, Penzkofer, Tobias, Kim, Moon-Sung, Balzer, Miriam, Borggrefe, Jan, Meyer, Hans Jonas, Surov, Alexey

    Published in Clinical imaging
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  6. 6
    Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy

    Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy by Soroosh Tayebi Arasteh, Lotfinia, Mahshad, Nolte, Teresa, Saehn, Marwin, Isfort, Peter, Kuhl, Christiane, Nebelung, Sven, Kaissis, Georgios, Truhn, Daniel

    Published in arXiv.org
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  7. 7
    Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels

    Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels by Soroosh Tayebi Arasteh, Isfort, Peter, Saehn, Marwin, Mueller-Franzes, Gustav, Khader, Firas, Kather, Jakob Nikolas, Kuhl, Christiane, Nebelung, Sven, Truhn, Daniel

    Published in arXiv.org
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  8. 8
    Low-Dose Chest CT for the Diagnosis of COVID-19

    Low-Dose Chest CT for the Diagnosis of COVID-19 by Schulze-Hagen, Maximilian, Hübel, Christian, Meier-Schroers, Michael, Yüksel, Can, Sander, Anton, Sähn, Marwin, Kleines, Michael, Isfort, Peter, Cornelissen, Christian, Lemmen, Sebastian, Marx, Nikolaus, Dreher, Michael, Brokmann, Jörg, Kopp, Andreas, Kuhl, Christiane

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