Detecting ADHD through natural language processing and stylometric analysis of adolescent narratives

IntroductionAttention-Deficit/Hyperactivity Disorder (ADHD) significantly affects adolescents' everyday lives, particularly in emotion regulation and interpersonal relationships. Despite its high prevalence, ADHD remains underdiagnosed, highlighting the need for improved diagnostic tools. This...

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Bibliographic Details

Published in:	Frontiers in Child and Adolescent Psychiatry
Main Authors:	Juan Barrios, Elena Poznyak, Jessica Lee Samson, Halima Rafi, Simon Gabay, Florian Cafiero, Martin Debbané
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-05-01
Subjects:	ADHD self-defining memories emotion regulation natural language processing stylometry computational linguistics
Online Access:	https://www.frontiersin.org/articles/10.3389/frcha.2025.1519753/full