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Dimensional profiling of psychopathology in children and adolescents based on the K-SADS-PL and an analysis of the construct validity of two ADHD symptom dimensions.

Julie HagstrømTine NielsenMikkel E SørensenKristina AagaardMorten Arendt RasmussenJulie B RosenbergParisa MohammadzadehAstrid SevelstedMaría Hernández-LorcaBirgitte FagerlundJacob RydkjærAnne Katrine PagsbergJoan KaufmanBjørn H EbdrupNiels BilenbergJens Richardt Møllegaard Jepsen
Published in: Nordic journal of psychiatry (2023)
The algorithms constitute an initial step in creating a framework for clinician-rated dimensional analyses of symptoms derived from the K-SADS-PL, but future studies are needed to further evaluate the construct validity of the remaining scales and the reliability and clinical utility of the method. We believe that our proposed algorithms offer a novel method of dimensional psychopathological assessment, which can be applied in multiple branches of child and adolescent psychiatry.
Keyphrases
  • machine learning
  • mental health
  • deep learning
  • young adults
  • attention deficit hyperactivity disorder
  • autism spectrum disorder
  • working memory
  • single cell
  • sleep quality