Classification of patients with embolic stroke of undetermined source into cardioembolic and non-cardioembolic profile subgroups.

An ML model based on baseline demographic and laboratory variables was able to classify ESUS patients into cardioembolic or non-cardioembolic profile groups and predicted that 40% of the ESUS patients had a cardioembolic profile.