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Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis ...
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Abstract:
Recently, research on mental health conditions using public online data, including Reddit, has surged in NLP and health research but has not reported user characteristics, which are important to judge generalisability of findings. This paper shows how existing NLP methods can yield information on clinical, demographic, and identity characteristics of almost 20K Reddit users who self-report a bipolar disorder diagnosis. This population consists of slightly more feminine- than masculine-gendered mainly young or middle-aged US-based adults who often report additional mental health diagnoses, which is compared with general Reddit statistics and epidemiological studies. Additionally, this paper carefully evaluates all methods and discusses ethical issues. ... : The Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access @NAACL 2021; Visual abstract on p. 14 ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences; Social and Information Networks cs.SI
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URL: https://dx.doi.org/10.48550/arxiv.2104.11612 https://arxiv.org/abs/2104.11612
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How have Natural Language Processing methods been applied to the study of bipolar? Protocol for scoping review ...
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How have Natural Language Processing methods been applied to the study of bipolar? Protocol for scoping review ...
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How have Natural Language Processing methods been applied to the study of bipolar? Protocol for scoping review ...
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How have Natural Language Processing methods been applied to the study of bipolar? Protocol for scoping review ...
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How have Natural Language Processing methods been applied to the study of bipolar? Protocol for scoping review ...
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How have Natural Language Processing methods been applied to the study of bipolar? Protocol for scoping review ...
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How have Natural Language Processing methods been applied to the study of bipolar? Protocol for scoping review ...
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How have Natural Language Processing methods been applied to the study of bipolar? Protocol for scoping review ...
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Understanding who uses Reddit:Profiling individuals with a self-reported bipolar disorder diagnosis
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Psychological therapy for mood instability within bipolar spectrum disorder:a randomised, controlled feasibility trial of a dialectical behaviour therapy-informed approach (the ThrIVe-B programme)
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Psychological therapy for mood instability within bipolar spectrum disorder: a randomised, controlled feasibility trial of a dialectical behaviour therapy-informed approach (the ThrIVe-B programme)
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In: Int J Bipolar Disord (2021)
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Psychological therapy for mood instability within bipolar spectrum disorder: a randomised, controlled feasibility trial of a dialectical behaviour therapy-informed approach (the ThrIVe-B programme)
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How do people describe personal recovery experiences in bipolar disorder in structured and informal settings?
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Additional file 1: of The clinical and cost effectiveness of adapted dialectical behaviour therapy (DBT) for bipolar mood instability in primary care (ThrIVe-B programme): a feasibility study ...
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Additional file 1: of The clinical and cost effectiveness of adapted dialectical behaviour therapy (DBT) for bipolar mood instability in primary care (ThrIVe-B programme): a feasibility study ...
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The clinical and cost effectiveness of adapted dialectical behaviour therapy (DBT) for bipolar mood instability in primary care (ThrIVe-B programme): a feasibility study ...
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The clinical and cost effectiveness of adapted dialectical behaviour therapy (DBT) for bipolar mood instability in primary care (ThrIVe-B programme): a feasibility study ...
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The clinical and cost effectiveness of adapted dialectical behaviour therapy (DBT) for bipolar mood instability in primary care (ThrIVe-B programme): A feasibility study
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The clinical and cost effectiveness of adapted dialectical behaviour therapy (DBT) for bipolar mood instability in primary care (ThrIVe-B programme): a feasibility study
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