AI Analyzes Child Language to Predict Future Mental Health Disorders

An NIH-funded study used AI to analyze children's speech patterns, identifying linguistic features that can predict the onset of depressive or anxiety disorders up to six years in advance. Published in Nature Mental Health, these predictive models reportedly surpassed traditional stress severity ratings. Narratives about acute physical violence and social exclusion were linked to higher risk, while routine activities and healthcare access showed a protective effect.