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Continuous Monitoring of Mental Health through Streaming Machine Learning with Counterfactual Explanations.

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第一作者： Francisco,de Arriba-Pérez

第一单位： Information Technologies Group, atlanTTic, University of Vigo, Vigo, Spain.

作者： Francisco,de Arriba-Pérez ^[1] ; Silvia,García-Méndez ^[2]

作者单位： Information Technologies Group, atlanTTic, University of Vigo, Vigo, Spain. ^[1] Information Technologies Group, atlanTTic, University of Vigo, Vigo, Spain. sgarcia@gti.uvigo.es. ^[2]

关键词 Counterfactual explanations Large language models Mental health Multi-label streaming machine learning Natural language processing Ssliding windows

医学主题词人类(Humans);精神卫生(Mental Health);抑郁(Depression);焦虑(Anxiety);精神障碍(Mental Disorders)

DOI 10.1007/s10916-025-02321-w

PMID 41402649

发布时间 2025-12-16

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Journal of medical systems

2025年49卷1期

184页

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Journal of medical systems

2025年49卷1期

184页

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Continuous Monitoring of Mental Health through Streaming Machine Learning with Counterfactual Explanations.

Journal of medical systems

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Continuous Monitoring of Mental Health through Streaming Machine Learning with Counterfactual Explanations.

Journal of medical systems

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Journal of medical systems

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