Publications by authors named "Matthaeus Morhart"

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Comparative Federated Analytics of Blood Transfused Patients in Five ICU Databases: Using Kullback-Leibler Divergence.
Johanna Schwinn, Seyedmostafa Sheikhalishahi, Matthaeus Morhart, Iñaki Soto-Rey, Mathias Kaspar

Stud Health Technol Inform· October 2025

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A Federated Learning Model for the Prediction of Blood Transfusion in Intensive Care Units.
Johanna Schwinn, Seyedmostafa Sheikhalishahi, Matthaeus Morhart, Mathias Kaspar, Ludwig Christian Hinske

Stud Health Technol Inform· May 2025

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Enhancing Trust by a Keycloak-Flower Integration for Federated Machine Learning.
Matthaeus Morhart, Johanna Schwinn, Seyedmostafa Sheikhalishahi, Michael Wellnhofer, Ludwig Christian Hinske

Stud Health Technol Inform· May 2025

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Federated Learning for Predictive Analytics in Weaning from Mechanical Ventilation.
Seyedmostafa Sheikhalishahi, Johanna Schwinn, Matthaeus Morhart, Mathias Kaspar, Ludwig Christian Hinske

Stud Health Technol Inform· May 2025

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A Comparative Analysis of Federated and Centralized Learning for SpO2 Prediction in Five Critical Care Databases.
Johanna Schwinn, Seyedmostafa Sheikhalishahi, Matthaeus Morhart, Mathias Kaspar, Ludwig Christian Hinske

Stud Health Technol Inform· August 2024

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Simplifying Multiparty Computation: A Client-Driven Metaprotocol for Federated Secure Computing.
Johanna Schwinn, Hendrik Ballhausen, Seyedmostafa Sheikhalishahi, Matthaeus Morhart, Mathias Kaspar

Stud Health Technol Inform· August 2024

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