Use of machine learning techniques for identifying ischemic stroke instead of the rule-based methods: a nationwide population-based study.

We proposed recurrent neural network-based deep learning techniques to improve stroke phenotyping. This can be expected to produce rapid and more accurate results than the rule-based methods.