A Development Pathway Towards Precision Mental Health Care

• Using wearable data to detect depression severity across clinical and non-clinical samples

  2026 Scientific Reports article Psychology Mental Health Research Topics Open access

  2

  citations
• Using Wearable Data to Detect Depression in a Cross-Population Study

  2026 Research Square preprint Psychology Mental Health Research Topics Open access

  0

  citations
• A multilevel machine learning algorithm to predict session-by-session outcome for patients receiving cognitive-behavioural therapy

  2025 Behaviour Research and Therapy article Psychology Psychotherapy Techniques and Applications Open access

  2

  citations
• Routine Outcome Monitoring and Clinical Feedback in Psychotherapy: Recent Advances and Future Directions

  2024 Administration and Policy in Mental Health and Mental Health Services Research article Psychology Psychotherapy Techniques and Applications Open access

  49

  citations
• Personalization of Treatment for Patients with Childhood-Abuse-Related Posttraumatic Stress Disorder

  2021 Journal of Clinical Medicine article Psychology Posttraumatic Stress Disorder Research Open access

  22

  citations
• The promise of machine learning in predicting treatment outcomes in psychiatry

  2021 World Psychiatry article Computer Science Machine Learning in Healthcare Open access

  524

  citations

6 results