Previous research has looked at how two types of strokes, intracerebral hemorrhage (ICH) and cerebral infarction (CI), affect a patient's ability to regain daily living skills. Generally, patients with ICH start off with lower physical abilities during the early stages of hospitalization but eventually recover to a similar level as those with CI. However, these studies mostly focused on the overall scores of a standard test called the Functional Independence Measure (FIM). This approach overlooks the differences in specific physical and mental tasks, making it harder to draw clear conclusions and plan effective rehabilitation. To improve rehabilitation practices, it’s important to look at these details more closely. For example, understanding which specific tasks patients struggle with the most can help therapists develop better-targeted rehabilitation strategies. Additionally, no research has yet looked at how ICH and CI might differently affect predictions for recovery outcomes. Therefore, it’s crucial to explore whether these differences between ICH and CI play a role in predicting how well a patient will recover.