Deep learning for the prediction of clinical outcomes in internet-delivered CBT for depression and anxiety

• Niranjani Prasad ,

  Roles Formal analysis, Methodology, Writing – original draft

  * E-mail: niranjani.prasad@microsoft.com

  Affiliation Microsoft Health Futures, Microsoft Research, Cambridge, United Kingdom

  ⨯
• Isabel Chien,

  Roles Formal analysis, Writing – original draft

  Affiliation Cambridge University, Cambridge, United Kingdom

  ⨯
• Tim Regan,

  Roles Data curation, Methodology, Validation

  Affiliation Cambridge Respiratory Innovations, Cambridge, United Kingdom

  ⨯
• Angel Enrique,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliations SilverCloud Science, SilverCloud Health, Dublin, Ireland, E-Mental Health Group, School of Psychology, Trinity College Dublin, Dublin, Ireland

  ⨯
• Jorge Palacios,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliations SilverCloud Science, SilverCloud Health, Dublin, Ireland, E-Mental Health Group, School of Psychology, Trinity College Dublin, Dublin, Ireland

  ⨯
• Dessie Keegan,

  Roles Software, Validation

  Affiliation SilverCloud Science, SilverCloud Health, Dublin, Ireland

  ⨯
• Usman Munir,

  Roles Methodology

  Affiliation Microsoft Health Futures, Microsoft Research, Cambridge, United Kingdom

  ⨯
• Ryutaro Tanno,

  Roles Formal analysis, Methodology

  Affiliation GSK, London, United Kingdom

  ⨯
• Hannah Richardson,

  Roles Formal analysis

  Affiliation Microsoft Health Futures, Microsoft Research, Cambridge, United Kingdom

  ⨯
• Aditya Nori,

  Roles Formal analysis

  Affiliation Microsoft Health Futures, Microsoft Research, Cambridge, United Kingdom

  ⨯
• Derek Richards ,

  Roles Conceptualization, Supervision, Writing – review & editing

  ¶‡ DR, GD, DB and AT are joint last authors on this work.

  Affiliations SilverCloud Science, SilverCloud Health, Dublin, Ireland, E-Mental Health Group, School of Psychology, Trinity College Dublin, Dublin, Ireland

  https://orcid.org/0000-0003-0871-4078

  ⨯
• Gavin Doherty ,

  Roles Conceptualization, Supervision, Writing – original draft

  ¶‡ DR, GD, DB and AT are joint last authors on this work.

  Affiliations SilverCloud Science, SilverCloud Health, Dublin, Ireland, School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland

  https://orcid.org/0000-0002-9617-7008

  ⨯
• Danielle Belgrave ,

  Roles Conceptualization, Methodology, Writing – original draft

  ¶‡ DR, GD, DB and AT are joint last authors on this work.

  Affiliation GSK, London, United Kingdom

  ⨯
• Anja Thieme

  Roles Conceptualization, Methodology, Validation, Visualization, Writing – original draft

  ¶‡ DR, GD, DB and AT are joint last authors on this work.

  Affiliation Microsoft Health Futures, Microsoft Research, Cambridge, United Kingdom

  ⨯