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

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
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
Series:Frontiers in Child and Adolescent Psychiatry
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
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https://www.frontiersin.org/articles/10.3389/frcha.2025.1519753/full

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