Close-up photo of a face

Project Talia – AI for Improved Mental Health

出版物

表示方法:

- Deep learning for the prediction of clinical outcomes in internet-delivered CBT for depression and anxiety
  
  Niranjani Prasad, Isabel Chien, Tim Regan, Angel Enrique, Jorge Palacios, Dessie Kegan, Usman Munir, Ryutaro Tanno, Hannah Richardson (nee Murfet), Aditya Nori, Derek Richards, Gavin Doherty, Danielle Belgrave, Anja Thieme
  
  PLOS ONE | November 2023, 巻18(11)
  
  PDF Publication DOI
- Designing Human-Centered AI for Mental Health: Developing Clinically Relevant Applications for Online CBT Treatment
  
  Anja Thieme, Maryann Hanratty, Maria Lyons, Jorge E. Palacios , Rita Faia Marques, Cecily Morrison, Gavin Doherty
  
  ACM ToCHI | August 2022
  
  accepted for publication (to appear)
  
  Publication
- “I wrote as if I were telling a story to someone I knew.”: Designing Chatbot Interactions for Expressive Writing in Mental Health
  
  SoHyun Park, Anja Thieme, Jeongyun Han, Sungwoo Lee, Wonjong Rhee, Bongwon Suh
  
  Designing Interactive Systems | June 2021
  
  Publication DOI
- Machine Learning in Mental Health: A Systematic Review of the HCI Literature to Support Effective ML System Design
  
  Anja Thieme, Danielle Belgrave, Gavin Doherty
  
  ACM Transactions on Computer-Human Interaction (TOCHI) | August 2020, 巻27(5)
  
  Publication
- A Machine Learning Approach to Understanding Patterns of Engagement With Internet-Delivered Mental Health Interventions.
  
  Isabel Chien, Angel Enrique, Jorge Palacios, Tim Regan, Dessie Keegan, David Carter, Sebastian Tschiatschek, Aditya Nori, Anja Thieme, Derek Richards, Gavin Doherty, Danielle Belgrave
  
  JAMA Network | June 2020, 巻3(7)
  
  DOI Publication
- Towards Using AI to Augment Human Support in Digital Mental Healthcare
  
  Prerna Chikersal, Gavin Doherty, Anja Thieme
  
  April 2020
  
  CHI 2020 workshop paper - Technology Ecosystems: Rethinking Resources for Mental Health
  
  Publication
- Understanding Client Support Strategies to Improve Clinical Outcomes in an Online Mental Health Intervention
  
  Prerna Chikersal, Danielle Belgrave, Gavin Doherty, Angel Enrique, Jorge E. Palacios, Derek Richards, Anja Thieme
  
  CHI 2020 | April 2020
  
  http://dx.doi.org/10.1145/3313831.3376341
  
  Author's Version
- Machine learning applications: reflections on mental health assessment and ethics
  
  Anja Thieme, Danielle Belgrave, Akane Sano, Gavin Doherty
  
  ACM Interactions Magazine | February 2020
  
  Publication
- Designing for Digital Wellbeing: A Research & Practice Agenda
  
  Marta E. Cecchinato, John Rooksby, Alexis Hiniker, Sean Munson, Kai Lukoff, Luigina Ciolfi, Anja Thieme, Daniel Harrison
  
  CHI 2019 | March 2019
  
  Publication

- Deep learning for the prediction of clinical outcomes in internet-delivered CBT for depression and anxiety
  
  Niranjani Prasad, Isabel Chien, Tim Regan, Angel Enrique, Jorge Palacios, Dessie Kegan, Usman Munir, Ryutaro Tanno, Hannah Richardson (nee Murfet), Aditya Nori, Derek Richards, Gavin Doherty, Danielle Belgrave, Anja Thieme
  
  PLOS ONE | November 2023, 巻18(11)
  
  PDF Publication DOI
- Designing Human-Centered AI for Mental Health: Developing Clinically Relevant Applications for Online CBT Treatment
  
  Anja Thieme, Maryann Hanratty, Maria Lyons, Jorge E. Palacios , Rita Faia Marques, Cecily Morrison, Gavin Doherty
  
  ACM ToCHI | August 2022
  
  accepted for publication (to appear)
  
  Publication
- Machine Learning in Mental Health: A Systematic Review of the HCI Literature to Support Effective ML System Design
  
  Anja Thieme, Danielle Belgrave, Gavin Doherty
  
  ACM Transactions on Computer-Human Interaction (TOCHI) | August 2020, 巻27(5)
  
  Publication
- A Machine Learning Approach to Understanding Patterns of Engagement With Internet-Delivered Mental Health Interventions.
  
  Isabel Chien, Angel Enrique, Jorge Palacios, Tim Regan, Dessie Keegan, David Carter, Sebastian Tschiatschek, Aditya Nori, Anja Thieme, Derek Richards, Gavin Doherty, Danielle Belgrave
  
  JAMA Network | June 2020, 巻3(7)
  
  DOI Publication
- Understanding Client Support Strategies to Improve Clinical Outcomes in an Online Mental Health Intervention
  
  Prerna Chikersal, Danielle Belgrave, Gavin Doherty, Angel Enrique, Jorge E. Palacios, Derek Richards, Anja Thieme
  
  CHI 2020 | April 2020
  
  http://dx.doi.org/10.1145/3313831.3376341
  
  Author's Version
- Deep learning for the prediction of clinical outcomes in internet-delivered CBT for depression and anxiety
  
  Niranjani Prasad, Isabel Chien, Tim Regan, Angel Enrique, Jorge Palacios, Dessie Kegan, Usman Munir, Ryutaro Tanno, Hannah Richardson (nee Murfet), Aditya Nori, Derek Richards, Gavin Doherty, Danielle Belgrave, Anja Thieme
  
  PLOS ONE | November 2023, 巻18(11)
  
  PDF Publication DOI
- Designing Human-Centered AI for Mental Health: Developing Clinically Relevant Applications for Online CBT Treatment
  
  Anja Thieme, Maryann Hanratty, Maria Lyons, Jorge E. Palacios , Rita Faia Marques, Cecily Morrison, Gavin Doherty
  
  ACM ToCHI | August 2022
  
  accepted for publication (to appear)
  
  Publication
- “I wrote as if I were telling a story to someone I knew.”: Designing Chatbot Interactions for Expressive Writing in Mental Health
  
  SoHyun Park, Anja Thieme, Jeongyun Han, Sungwoo Lee, Wonjong Rhee, Bongwon Suh
  
  Designing Interactive Systems | June 2021
  
  Publication DOI
- Machine Learning in Mental Health: A Systematic Review of the HCI Literature to Support Effective ML System Design
  
  Anja Thieme, Danielle Belgrave, Gavin Doherty
  
  ACM Transactions on Computer-Human Interaction (TOCHI) | August 2020, 巻27(5)
  
  Publication
- A Machine Learning Approach to Understanding Patterns of Engagement With Internet-Delivered Mental Health Interventions.
  
  Isabel Chien, Angel Enrique, Jorge Palacios, Tim Regan, Dessie Keegan, David Carter, Sebastian Tschiatschek, Aditya Nori, Anja Thieme, Derek Richards, Gavin Doherty, Danielle Belgrave
  
  JAMA Network | June 2020, 巻3(7)
  
  DOI Publication
- Towards Using AI to Augment Human Support in Digital Mental Healthcare
  
  Prerna Chikersal, Gavin Doherty, Anja Thieme
  
  April 2020
  
  CHI 2020 workshop paper - Technology Ecosystems: Rethinking Resources for Mental Health
  
  Publication
- Understanding Client Support Strategies to Improve Clinical Outcomes in an Online Mental Health Intervention
  
  Prerna Chikersal, Danielle Belgrave, Gavin Doherty, Angel Enrique, Jorge E. Palacios, Derek Richards, Anja Thieme
  
  CHI 2020 | April 2020
  
  http://dx.doi.org/10.1145/3313831.3376341
  
  Author's Version
- Machine learning applications: reflections on mental health assessment and ethics
  
  Anja Thieme, Danielle Belgrave, Akane Sano, Gavin Doherty
  
  ACM Interactions Magazine | February 2020
  
  Publication
- Designing for Digital Wellbeing: A Research & Practice Agenda
  
  Marta E. Cecchinato, John Rooksby, Alexis Hiniker, Sean Munson, Kai Lukoff, Luigina Ciolfi, Anja Thieme, Daniel Harrison
  
  CHI 2019 | March 2019
  
  Publication
- A Machine Learning Approach to Understanding Patterns of Engagement With Internet-Delivered Mental Health Interventions.
  
  Isabel Chien, Angel Enrique, Jorge Palacios, Tim Regan, Dessie Keegan, David Carter, Sebastian Tschiatschek, Aditya Nori, Anja Thieme, Derek Richards, Gavin Doherty, Danielle Belgrave
  
  JAMA Network | June 2020, 巻3(7)
  
  DOI Publication

- Deep learning for the prediction of clinical outcomes in internet-delivered CBT for depression and anxiety
  
  Niranjani Prasad, Isabel Chien, Tim Regan, Angel Enrique, Jorge Palacios, Dessie Kegan, Usman Munir, Ryutaro Tanno, Hannah Richardson (nee Murfet), Aditya Nori, Derek Richards, Gavin Doherty, Danielle Belgrave, Anja Thieme
  
  PLOS ONE | November 2023, 巻18(11)
  
  PDF Publication DOI
- Designing Human-Centered AI for Mental Health: Developing Clinically Relevant Applications for Online CBT Treatment
  
  Anja Thieme, Maryann Hanratty, Maria Lyons, Jorge E. Palacios , Rita Faia Marques, Cecily Morrison, Gavin Doherty
  
  ACM ToCHI | August 2022
  
  accepted for publication (to appear)
  
  Publication
- Machine Learning in Mental Health: A Systematic Review of the HCI Literature to Support Effective ML System Design
  
  Anja Thieme, Danielle Belgrave, Gavin Doherty
  
  ACM Transactions on Computer-Human Interaction (TOCHI) | August 2020, 巻27(5)
  
  Publication
- A Machine Learning Approach to Understanding Patterns of Engagement With Internet-Delivered Mental Health Interventions.
  
  Isabel Chien, Angel Enrique, Jorge Palacios, Tim Regan, Dessie Keegan, David Carter, Sebastian Tschiatschek, Aditya Nori, Anja Thieme, Derek Richards, Gavin Doherty, Danielle Belgrave
  
  JAMA Network | June 2020, 巻3(7)
  
  DOI Publication
- “I wrote as if I were telling a story to someone I knew.”: Designing Chatbot Interactions for Expressive Writing in Mental Health
  
  SoHyun Park, Anja Thieme, Jeongyun Han, Sungwoo Lee, Wonjong Rhee, Bongwon Suh
  
  Designing Interactive Systems | June 2021
  
  Publication DOI
- Understanding Client Support Strategies to Improve Clinical Outcomes in an Online Mental Health Intervention
  
  Prerna Chikersal, Danielle Belgrave, Gavin Doherty, Angel Enrique, Jorge E. Palacios, Derek Richards, Anja Thieme
  
  CHI 2020 | April 2020
  
  http://dx.doi.org/10.1145/3313831.3376341
  
  Author's Version
- Designing for Digital Wellbeing: A Research & Practice Agenda
  
  Marta E. Cecchinato, John Rooksby, Alexis Hiniker, Sean Munson, Kai Lukoff, Luigina Ciolfi, Anja Thieme, Daniel Harrison
  
  CHI 2019 | March 2019
  
  Publication
- Towards Using AI to Augment Human Support in Digital Mental Healthcare
  
  Prerna Chikersal, Gavin Doherty, Anja Thieme
  
  April 2020
  
  CHI 2020 workshop paper - Technology Ecosystems: Rethinking Resources for Mental Health
  
  Publication
- Machine learning applications: reflections on mental health assessment and ethics
  
  Anja Thieme, Danielle Belgrave, Akane Sano, Gavin Doherty
  
  ACM Interactions Magazine | February 2020
  
  Publication

人数

Microsoft Research

Hannah Richardson (nee Murfet)

Senior Compliance Manager

詳細はこちら

Aditya Nori

Partner Research Manager

詳細はこちら

Niranjani Prasad

Senior Researcher

詳細はこちら

Anja Thieme

Principal Researcher

詳細はこちら

Silvercloud Collaborators

James Blighの肖像

James Bligh

CTO SilverCloud

Gavin Dohertyの肖像

Gavin Doherty

UX Director

Angel Enriqueの肖像

Angel Enrique

Clinical Researcher

Dessie Keeganの肖像

Dessie Keegan

Software Developer Engineer

Jorge Palaciosの肖像

Jorge Palacios

Clinical Researcher

Derek Richardsの肖像

Derek Richards

Chief Science Officer