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These infections can severely impact prognosis and increase the economic burden. While dysphagia is a known independent risk factor for stroke-associated pneumonia, research shows that stroke patients without aspiration or related risk factors, such as dysphagia and impaired consciousness, also exhibit a high incidence of non-aspiration stroke-associated infections (NA-SAI). 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