Machine Learning–Based Prediction Models for Different Clinical Risks in Different Hospitals: Evaluation of Live Performance

Hong Sun   ^{1 *} , PhD ;   Kristof Depraetere   ^{1 *} , MSc ;   Laurent Meesseman   ¹ , MD ;   Patricia Cabanillas Silva   ¹ , MSc ;   Ralph Szymanowsky   ¹ , MSc ;   Janis Fliegenschmidt   ² , BSc ;   Nikolai Hulde   ² , MD, PhD ;   Vera von Dossow   ² , MD, PhD, Prof Dr ;   Martijn Vanbiervliet   ¹ , MSc ;   Jos De Baerdemaeker   ¹ , MSc ;   Diana M Roccaro-Waldmeyer   ¹ , PhD ;   Jörg Stieg   ¹ , MSc ;   Manuel Domínguez Hidalgo   ¹ , MSc ;   Fried-Michael Dahlweid   ¹ , MD, PhD

¹ Dedalus Healthcare, Antwerp, Belgium

² Institute of Anesthesiology and Pain Therapy, Heart and Diabetes Centre North Rhine-Westphalia, University Hospital of Ruhr-University Bochum, Bad Oeynhausen, Germany

*these authors contributed equally