Ongoing Research

List of current research projects

• Assessing Depression and Anxiety Using AI According to Longitudinal Expert All Data (LEAD)  
• Identification of Depression by AI based on Word Responses Agree More with Structured M.I.N.I. Interviews by an Experienced Psychologist than Rating Scales
• Word Responses Reduce Incorrect Mental Health Diagnosis by Half Compared to Rating Scales Alone
• Multi-Language Models: Identifying Depression and Anxiety from Responses in English, Arabic and Swedish.

List of peer reviewed and published research

• Semantic Measures – Using Natural Language Processing to Measure, Differentiate, and Describe Psychological Constructs
  ‍(in Psychological Methods, the most prestigious method journal in Psychology)
• Natural Language Responses Analysed with AI-based Transformers Approach the Upper Limits of Rating Scale Reliability
  ‍(under review)
• Freely Generated Word Responses Analyzed With Artificial Intelligence Predict Self-Reported Symptoms of Depression, Anxiety, and Worry
  (in a special issue about semantic algorithms in Frontiers of Psychology)
• Text: An R-package for Analyzing and Visualizing Human Language Using Natural Language Processing and Deep Learning
  ‍(under review)

Download Research Whitepaper