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Mental health / Treatment of bipolar disorder / Mood disorders / Patient Health Questionnaire / Topic model / Sentiment analysis / Cognitive behavioral therapy / Psychotherapy / Psychiatry / Mind / Clinical psychology


Linguistic Indicators of Severity and Progress in Online Text-based Therapy for Depression∗ Christine Howes, Matthew Purver Rose McCabe University of Exeter Medical School Cognitive Science Research Group
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Document Date: 2014-06-30 06:28:32


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City

Austin / Baltimore / Online Text / /

Company

LIWC.net / McGraw-Hill Inc. / Twitter / G. Stratou L.P. / Emerging Technologies / LIWC / Rethinking LDA / S. Scherer A. S. / Microsoft / /

Country

Jordan / United Kingdom / /

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Facility

Matthew Purver Rose McCabe University of Exeter Medical School Cognitive Science Research Group Exeter / M. Hall / Computer Science Queen Mary University of London r.mccabe@exeter.ac.uk London / Hall et al. / /

IndustryTerm

Opinion mining / online text-based chat system / Online therapy / recent natural language processing / online cognitive behavioural therapy / Online therapy data / social media text / weight day week meal lunch dinner pie energy / online outcomes / online setting / Online Text-based Therapy / social media analysis / food / online doctor ratings / social media / internet psychotherapy / car help feel gp depression / text-based online therapy dialogue / online modality / clinical risk stratification tool / data mining software / online text therapy dialogue / /

MedicalCondition

Nervous and Mental Disease / major depressive disorder / car help feel gp depression / schizophrenia talk / PTSD / common mental disorders / How mental illness / psychological disorder / schizophrenia / post-traumatic stress disorder / Anxiety Disorder / Inflammation / depression / generalized anxiety disorder / generalised anxiety disorder / /

MedicalTreatment

counseling / Counselling / psychotherapy / Cognitive Behavioural Therapy / /

MusicGroup

Excel / /

Organization

European Chapter / Centre for Economic Performance / UK School of Electronic Engineering / American Medical Association / European Commission / London School of Economics / Matthew Purver Rose McCabe University of Exeter Medical School Cognitive Science Research Group Exeter / NHS / Stanford / University of London / Association for Computational Linguistics / /

Person

D. Sharp / S. Hollinghurst / Christine Howes / M. King / S. Weich / R. Araya / T. Peters / /

Position

therapist / speaker / qualified psychologist / dentist / King / /

Product

Weka / Liakata et al. / /

PublishedMedium

Computational Linguistics / Journal of the American Medical Association / PLoS ONE / Journal of Machine Learning Research / Journal of Nervous and Mental Disease / /

Technology

speech recognition / CBT / machine learning / natural language processing / artificial intelligence / data mining / /

URL

http /

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