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M. de Choudhury

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#artificial intelligence Preprint Sep 2026

CliniCIRCA: A Modular LLM Framework for Constructing Longitudinal Mental Health Patient Journeys from Raw EHR Narratives

In mental health care, reasoning over patient journeys is a key task for clinicians. Yet these journeys, encompassing a longitudinal progression of biological, psychological, and social events, are often spread across disparate unstructured text narratives, making temporal recovery challenging. We present CliniCIRCA, a...

Aiwei Zhang, Nimra Ishfaq, Mohit Chandra et al. · 0 citations
Review Open access Jul 2026

Associations between social media-based emotional support and internalizing symptoms: a longitudinal study in a national sample of U.S. adolescents and emerging adults

The mental health crisis in young people persists, with adolescents and emerging adults from minority backgrounds facing elevated risk for internalizing symptoms. While social media (SM) use is ubiquitous among U.S. young people, research has primarily focused on time spent on SM and potential harms, with limited a...

C. Escobar-Viera, Tetsuya Yamada, Giovanna Porta et al. · 0 citations

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