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Assessing Performance and Clinical Usefulness in Prediction Models With Survival Outcomes: Practical Guidance for Cox Proportional Hazards Models2022 Annals of Internal Medicine article Mathematics Statistical Methods in Epidemiology Open access
David J. McLernon, Daniele Giardiello, Ben Van Calster, Laure Wynants, Nan van Geloven, Maarten van Smeden, +18 more
164citations -
Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records2022 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access
Iacopo Vagliano, Ameen Abu–Hanna, Dave Anton Dongelmans, Dylan W. de Lange, Diederik A M P J Gommers, Olaf L. Cremer, +40 more
9citations -
Dynamics in cardiac surgery: trends in population characteristics and the performance of the EuroSCORE II over time2023 European Journal of Cardio-Thoracic Surgery article Medicine Cardiac Valve Diseases and Treatments Open access
Wouter B van Dijk, Artuur M. Leeuwenberg, Diederick E. Grobbee, Sabrina Siregar, Saskia Houterman, Edgar J. Daeter, +18 more
9citations -
Weighted metrics are required when evaluating the performance of prediction models in nested case–control studies2024 BMC Medical Research Methodology article Mathematics Statistical Methods in Epidemiology Open access
Barbara Rentroia‐Pacheco, Domenico Bellomo, Inge M. M. Lakeman, Marlies Wakkee, Loes M. Hollestein, David V. Klaveren
9citations -
Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn2022 Frontiers in Computational Neuroscience article Neuroscience Neural dynamics and brain function Open access
Alper Yegenoglu, Anand Subramoney, Thorsten Hater, Cristian Jimenez-Romero, Wouter Klijn, Aarón Pérez Martín, +4 more
9citations -
ROC curves for clinical prediction models part 1. ROC plots showed no added value above the AUC when evaluating the performance of clinical prediction models2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Jan Yvan Jos Verbakel, Ewout Willem Steyerberg, Hajime Uno, B. De Cock, Laure Wynants, Professor Gary S. Collins, +1 more
141citations -
A Simulation Study to Compare the Predictive Performance of Survival Neural Networks with Cox Models for Clinical Trial Data2021 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access
Georgios Kantidakis, Elia Mario Biganzoli, Hein Putter, Marta F. Fiocco
15citations -
Performance of the IMPACT and CRASH prognostic models for traumatic brain injury in a contemporary multicenter cohort: a TRACK-TBI study2024 Journal of neurosurgery article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
John K. Yue, Xiaoying Sun, Thomas Arjan van Essen, Mahmoud M. Elguindy, Patrick J. Belton, Dana Pisică, +58 more
47citations -
Calibration of a Hybrid Heat Pump System and Application of an Energy Manager in Building Performance Simulations2020 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Philipp Mehrfeld, Markus Nürenberg, Moritz Lauster, Dirk Müller
5citations -
Improving performance estimation of a PCM-integrated solar chimney through reduced-order based data assimilation2026 International Journal of Numerical Methods for Heat & Fluid Flow article Physics and Astronomy Model Reduction and Neural Networks Open access
Diego R. Rivera, Ernesto F. Castillo, Douglas R. Q. Pacheco, Felipe Galarce
1citations -
Prediction of Cardiovascular Disease Mortality in a Middle Eastern Country: Performance of the Globorisk and Score Functions in Four Population-Based Cohort Studies of Iran2020 International Journal of Health Policy and Management article Medicine Health Promotion and Cardiovascular Prevention Open access
Noushin Fahimfar, Akbar Fotouhi, Mohammad Alì Mansournia, Reza Malekzadeh, Nizal Sarrafzadegan, Fereidoun Azizi, +14 more
9citations -
Shake Table Testing of Masonry-Infilled RC Frames with Flexible Joints for Seismic-Resilient Structural Performance2025 Lecture notes in civil engineering conference-paper Engineering Masonry and Concrete Structural Analysis Open access
Enrico Tubaldi, Filip Manojlovski, Aleksandra Bogdanović, Zoran T. Rakicevic, Julijana Bojadjieva, Vlatko Šešov, +9 more
0citations