Publications by authors named "Ralph Szymanowsky"

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Longitudinal Model Shifts of Machine Learning-Based Clinical Risk Prediction Models: Evaluation Study of Multiple Use Cases Across Different Hospitals.
Patricia Cabanillas Silva, Hong Sun, Mohamed Rezk, Diana M Roccaro-Waldmeyer, Janis Fliegenschmidt, Ralph Szymanowsky

J Med Internet Res· December 2024

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Evaluating gender bias in ML-based clinical risk prediction models: A study on multiple use cases at different hospitals.
Patricia Cabanillas Silva, Hong Sun, Pablo Rodriguez-Brazzarola, Mohamed Rezk, Xianchao Zhang, Ralph Szymanowsky

J Biomed Inform· September 2024

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Leveraging artificial intelligence for the management of postoperative delirium following cardiac surgery.
Janis Fliegenschmidt, Nikolai Hulde, Maria Gedinha Preising, Silvia Ruggeri, Ralph Szymanowsky

Eur J Anaesthesiol Intensive Care· February 2023

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Machine Learning-Based Prediction Models for Different Clinical Risks in Different Hospitals: Evaluation of Live Performance.
Hong Sun, Kristof Depraetere, Laurent Meesseman, Patricia Cabanillas Silva, Ralph Szymanowsky

J Med Internet Res· June 2022

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A scalable approach for developing clinical risk prediction applications in different hospitals.
Hong Sun, Kristof Depraetere, Laurent Meesseman, Jos De Roo, Martijn Vanbiervliet, Ralph Szymanowsky

J Biomed Inform· June 2021

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