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面向可解释的人工智能 (XAI) 基于语言行为来进行心理健康检测

Elma Kerz1, Sourabh Zanwar1, Yu Qiao1

  • 1Department of English and American Studies, RWTH Aachen University, Aachen, North Rhine-Westphalia, Germany.

Frontiers in psychiatry
|December 25, 2023
PubMed
概括

可解释的人工智能 (XAI) 方法提高了自动化从社交媒体文本中检测心理健康障碍的透明度. 本研究使用BiLSTM和变压器模型与先进的特征工程和解释技术平衡了预测准确性和可解释性.

关键词:
人工智能的人工智能是人工智能.自动心理健康检测自动心理健康检测深度学习是一种深度学习.数字NLP衍生的生物标志物数字化表型化是指数字化表型化.可解释的人工智能 (XAI)机器学习是机器学习.自然语言处理自然语言处理.

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