K2

K² · Artificial intelligence

One depression quiz misses the whole person. This tool stitches four signals together.

The study proposes PsyBridge, a hybrid intelligent decision-support framework for multi-dimensional mental health assessment.

SW
MT

Sunil Wanjari, Manish Thakre, Aayushi Asole et al.

7 authors · cs.AI, cs.LG

arXiv preprintArtificial intelligenceJun 2026 · ~65s read

The 30-second scan

A depression questionnaire tells you about depression.

  1. PsyBridge integrates clinically validated screening tools, cognitive evaluation, and personality profiling within a unified architecture.
  2. The framework incorporates PHQ-9 and GAD-7 assessments alongside cognitive and behavioural indicators using a modular design and a weighted aggregation mechanism.
  3. PsyBridge generates interpretable mental health risk classifications and recommendations.
Overall accuracy of 0.84, outperforming standalone PHQ-9 and GAD-7 assessmentsSemi-synthetic dataset of 500 patient profiles representing varying severity levelsPHQ-9 (nine-item depression screening tool) used within the framework
Read the originalPDF