Is it possible to do transfer learning with XGBoost?

We have trained a model on a dataset (USA healthcare data). And now we want to transfer-learn to a different population (Asian population healthcare data). The features are the same across both datasets, and features correlate well between the datasets. But the 2nd dataset is much smaller.

Is it possible to transfer-learn from the first model on the 2nd dataset using XGBoost?

Thanks much for your advice.