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Updated: Jul 3, 2025

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在Twitter上使用#ActuallyAutistic用于精确诊断自闭症谱系障碍:机器学习研究

Aditi Jaiswal1, Peter Washington1

  • 1Department of Information and Computer Sciences, University of Hawaii at Manoa, Honolulu, HI, United States.

JMIR formative research
|February 14, 2024
PubMed
概括

这项研究使用了Twitter数据来识别自闭症谱系障碍 (ASD) 患者的语言模式,在分类推文方面达到73%的准确性,在分类用户个人资料方面达到80.5%. 研究结果表明,社交媒体的文字可以帮助自闭症研究.

关键词:
在ASD中,使用的是ASD.他们的推特是Twitter.自闭症谱系障碍 自闭症谱系障碍机器学习是机器学习.自然语言处理自然语言处理.公共卫生公共卫生.情绪分析是一种情绪分析.社交媒体分析分析

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