most citedAll models are local: time to replace external validation with recurrent local validation

2 citations · 2 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2023★ 2 cited

All models are local: time to replace external validation with recurrent local validation

Alex Youssef, Michael Pencina, Anshul Thakur +3

External validation is often recommended to ensure the generalizability of ML models. However, it neither guarantees generalizability nor equates to a model's clinical usefulness (…