{
  "id": 243,
  "url": "https://arxiv.org/abs/2607.04010v1",
  "title": "Explainable AI for Screening Abuse-Related Trauma in Bangladeshi Children: A Training-Free Multimodal Framework Evaluated on Noise-Aware Synthetic Data",
  "summary": "Bangladesh has an estimated 1.17 mental-health professionals per 100,000 population and only six child psychiatrists nationwide. No Bengali-language, culturally adapted tool exists for early screening of abuse-related psychological trauma in children. We present ShishuRaksha AI, a decision-support (not diagnostic) framework that fuses four screening modalities: validated questionnaires (SDQ, CPSS), Bengali narrative text, House-Tree-Person (HTP) drawing features, and facial affect. The fusion is",
  "authors": "Salma Hoque Talukdar Koli, Fahima Haque Talukder Jely",
  "category": "research",
  "topics": "healthcare,children-education,transparency",
  "orgs": null,
  "regions": null,
  "published_at": "2026-07-04T20:12:46.000Z",
  "fetched_at": "2026-07-14T14:14:24.247Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/243",
  "original_url": "https://arxiv.org/abs/2607.04010v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}