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Updated: Jul 20, 2025

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
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通过使用语言模型检测网络论坛用户的抑郁症,实现早期医疗保健干预:纵向分析和评估

David Owen1, Dimosthenis Antypas1, Athanasios Hassoulas2

  • 1School of Computer Science and Informatics, Cardiff University, Cardiff, United Kingdom.

JMIR AI
|August 1, 2023
PubMed
概括

机器学习模型,特别是基于变压器的语言模型 (LMs),可以识别社交媒体用户的抑郁症. 关键的语言模式在诊断前3-4个月出现,使得早期心理健康干预成为可能.

关键词:
抑郁 抑郁症 抑郁症 抑郁症 是一种互联网互联网互联网互联网互联网互联网语言模型语言模型心理健康 心理健康自然语言处理自然语言处理.情绪的情绪是情绪的情绪变压器 变压器

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