تقنية سيكومترية جديدة لتصحيح اختبار رسم الشخص وتشخيص الإكتئاب بالتعلم العميق

Abstract EN

The draw-a-person test (DAP) is widely used by psychologists to assess personality, and diagnose psychological and behavioral problems, in children and adolescents.

this test does not require expensive tools, just a white paper, a pencil, and an eraser.

on average, it takes 10-15 minutes to apply.

and it takes about another 15 minutes to be evaluated by an experienced psychologist.

in this paper, we will introduce a new psychometric technique for automatic correction to the draw-a-person (DAP) with deep learning (DL).

this tool has the ability to diagnose depression of about 360 patients per hour, 90 times faster than a psychologist can achieve, and has acceptable validity and reliability.