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This article discusses the use of artificial intelligence in predicting stroke etiology in patients. The study used natural language processing and machine learning tools to analyze electronic health records and develop a multi-level classifier for stroke etiology. The study found that the use of AI can improve the accuracy and efficiency of stroke prevention and treatment.