Author of the publication

Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare.

, , , , , , and . npj Digit. Medicine, (2022)

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

 

Other publications of authors with the same name

Learning how to approve updates to machine learning algorithms in non-stationary settings.. CoRR, (2020)Sequential algorithmic modification with test data reuse., , , , , and . UAI, volume 180 of Proceedings of Machine Learning Research, page 674-684. PMLR, (2022)Designing monitoring strategies for deployed machine learning algorithms: navigating performativity through a causal lens., , , , , , , , , and . CLeaR, volume 236 of Proceedings of Machine Learning Research, page 587-608. PMLR, (2024)Learning to safely approve updates to machine learning algorithms.. CHIL, page 164-173. ACM, (2021)Nonparametric variable importance using an augmented neural network with multi-task learning., , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 1495-1504. PMLR, (2018)Efficient nonparametric statistical inference on population feature importance using Shapley values., and . ICML, volume 119 of Proceedings of Machine Learning Research, page 10282-10291. PMLR, (2020)Towards a Post-Market Monitoring Framework for Machine Learning-based Medical Devices: A case study., , , , , , , , , and . CoRR, (2023)Is this model reliable for everyone? Testing for strong calibration., , , , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 181-189. PMLR, (2024)Monitoring machine learning-based risk prediction algorithms in the presence of performativity., , , , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 919-927. PMLR, (2024)Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare., , , , , , and . npj Digit. Medicine, (2022)