Shortening and Personalizing Psychodiagnostic Assessments with Decision Tree-Machine Learning Classifiers: An Application Example Based on the Patient Health Questionnaire-9.

The development of psychological assessment tools that accurately and efficiently classify individuals as having or not a specific diagnosis is a major challenge for test developers and mental health professionals. This paper shows how machine learning (ML) provides a valuable framework to improve t...

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Publicado en:	International Journal of Mental Health & Addiction Vol. 24; no. 2; pp. 1004 - 1025
Autores principales:	Colledani, Daiana, Robusto, Egidio, Anselmi, Pasquale
Formato:	Artículo
Publicado:	Springer Nature Apr2026
Materias:	Psychological tests Decision trees Machine learning Classification Health surveys Feature selection Psychodiagnostics
Acceso en línea:	Ver este registro en EBSCOhost