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Stroke is a global public health issue, and it has become a leading cause of death and disability in China. With the rapid aging of the Chinese population, its incidence rate is continuously rising. According to the "China Stroke Prevention and Treatment Report (2023)", on average, one person experiences a new or recurrent stroke every 10 seconds in China, and one person dies from stroke every 28 seconds. Currently, there are 4 million new stroke cases in China each year, with 12.42 million individuals aged 40 and above currently suffering from stroke, and the affected population is showing a trend of younger onset. Among survivors, approximately 75% suffer from residual disabilities, and 40% have severe disabilities. Consequently, patient families will experience significant economic losses and physical and psychological pain. Post-Stroke Cognitive Impairment (PSCI) is a common complic
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