Article

Sex-Specific Diagnostic Subtypes in Adolescents Hospitalized for Substance Use Disorders Revealed by Transformer-Based Clustering

2025-08-10

Abstract excerpt

Substance use disorders (SUD) are a leading cause of psychiatric hospitalization among adolescents, yet the underlying diagnostic profiles and comorbidities remain poorly characterized. Here, we applied a transformer-based language model to 4,849 hospital discharge records from adolescents (aged 11–18) admitted with mental health and SUD in Spain between 2016 and 2020. We generated dense clinical embeddings and id...

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Literature Corpus work: 81213b9c-f502-5fd2-a096-802413341caa
DOI: 10.1101/2025.08.06.25333108

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Sex-Specific Diagnostic Subtypes in Adolescents Hospitalized for Substance Use Disorders Revealed by Transformer-Based ClusteringDOI 10.1101/2025.08.06.25333108Read

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