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Quantifying the Association Between Psychotherapy Content and Clinical Outcomes Using Deep Learning
15 references·16 citing·49 second hop
Quantifying the Association Between Psychotherapy Content and Clinical Outcomes Using Deep Learning (2019)Quantifying the Association Between Psych…The Lancet Psychiatry Commission on psychological treatments research in tomorrow's science (2018)The Lancet Psychiatry Commiss…How important are the common factors in psychotherapy? An update (2015)How important are the common …Comparative Efficacy of Seven Psychotherapeutic Interventions for Patients with Depression: A Network Meta-Analysis (2013)Comparative Efficacy of Seven…Implementing NICE guidelines for the psychological treatment of depression and anxiety disorders: The IAPT experience (2011)Implementing NICE guidelines …Cognitive behavior therapy : basics and beyond (2011)Cognitive behavior therapy : …Therapist-delivered internet psychotherapy for depression in primary care: a randomised controlled trial (2009)Therapist-delivered internet …Treatment integrity in psychotherapy research: Analysis of the studies and examination of the associated factors. (2007)Treatment integrity in psycho…A Brief Measure for Assessing Generalized Anxiety Disorder (2006)A Brief Measure for Assessing…THE REVISED COGNITIVE THERAPY SCALE (CTS-R): PSYCHOMETRIC PROPERTIES (2001)THE REVISED COGNITIVE THERAPY…The PHQ-9 (2001)The PHQ-9Relation of the therapeutic alliance with outcome and other variables: A meta-analytic review. (2000)Relation of the therapeutic a…Meta-analysis of comparative therapy outcome studies: A replication and refinement. 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References

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  • 2001THE REVISED COGNITIVE THERAPY SCALE (CTS-R): PSYCHOMETRIC PROPERTIES568 cited
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2009
Therapist-delivered internet psychotherapy for depression in primary care: a randomised controlled trial
386 cited

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  • 2023Waiting for a digital therapist: three challenges on the path to psychotherapy delivered by artificial intelligence99 cited
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  • 2024An Overview of Tools and Technologies for Anxiety and Depression Management Using AI81 cited
  • 2024Examining the role of AI technology in online mental healthcare: opportunities, challenges, and implications, a mixed-methods review71 cited
  • 2025Combining Artificial Intelligence and Human Support in Mental Health: Digital Intervention With Comparable Effectiveness to Human-Delivered Care30 cited
  • 2020HabitWorks: Development of a CBM-I Smartphone App to Augment and Extend Acute Treatment29 cited
  • 2024A randomized controlled trial of a digital cognitive-behavioral therapy program (COMPASS) for managing depression and anxiety related to living with a long-term physical health condition23 cited
  • 2024Outcomes in Mental Health Counseling From Conversational Content With Transformer-Based Machine Learning20 cited
  • 2023Finding the Best Match — a Case Study on the (Text-)Feature and Model Choice in Digital Mental Health Interventions18 cited
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  • 2025The rise of artificial intelligence for cognitive behavioral therapy: A bibliometric overview13 cited