Culture-to-Code Pathways for Collaborative, Precision-Focused ADHD Diagnostic Training
Tracks
| Tuesday, May 12, 2026 |
| 2:55 PM - 4:10 PM |
Overview
Symposium
Presented by: Dr. Benjamin Hudson, Dr. Abdulhadi Alsaei, Dr. Phillipe Robaey, and Parishad BenhamGhader
Details
Culturally Grounded Collaboration for ADHD Diagnosis: Adapting the Arabic SIB-P
Presented by: Benjamin Hudson and Abdulhadi Alsaei
By the end of this session participants will be able to:
-Describe how cultural adaptation frameworks can guide precision ADHD diagnostic tool development.
-Identify linguistic, contextual, and methodological refinements required for SIB-P use in Gulf cultural settings. 3. Discuss how collaborative, cross-regional partnerships can enhance the cultural validity and implementation of structured diagnostic interviews.
Non-Inferiority of Self-Directed Training for Structured ADHD Diagnostic Interviewing
Presented by: Dr. Philippe Robaey
By the end of this session participants will be able to:
-Describe how continuous EPA scoring strengthens non-inferiority testing in clinical training research.
-Explain how self-directed online training supports scalable and collaborative development of ADHD diagnostic interviewing skills.
-Identify how simulation-based self-paced learning can complement instructor-led approaches to enhance clinician competence in structured ADHD assessment.
A Multi-Agent LLM Approach for Next-Generation Simulation Training
Presented by: Parishad BenhamGhader
By the end of this session participants will be able to:
-Explain how multi-agent LLM architectures coordinate distinct roles (Parent, Feedback, Judge, Expert) to support structured simulation training for ADHD diagnostic interviewing.
-Evaluate early evidence on the strengths and limitations of LLM-generated parent responses—particularly regarding fidelity, coherence, and narrative realism—and how these findings guide iterative model improvement.
-Describe future directions for leveraging simulation, rubric refinement, and adaptive feedback to enhance clinician training in precision ADHD assessment.