We found that smaller brain volume, lower albumin level, smoking and more severe white‐matter hyperintensity were associated with cognitive impairment at year 1 and cognitive improvement at year 2, suggesting that people with these factors of worse brain reserve and cognition [19, 20] may require longer to recover from the cognitive insult caused by stroke. Here, ALB is linked to Cognitive impairment.