@article{performanceevaluationofpredictiveai, title = {Performance evaluation of predictive AI models to support medical decisions: Overview and guidance}, author = {Ben van Calster and Gary S. Collins and Andrew J. Vickers and Laure Wynants and Kathleen F. Kerr and Lasai BarreƱada and Gael Varoquaux and Karandeep Singh and Karel G. M. Moons and Tina Hernandez-Boussard and Dirk Timmerman and David J. Mclernon and Maarten van Smeden and Ewout W. Steyerberg}, year = {2024}, eprint = {2412.10288}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2412.10288v1}, }