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J. Valencia-Echeverry

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Open access Sep 2026

A founder population reveals genetic variation with major effect on serious mental illness

Genetic studies of serious mental illness (SMI, including schizophrenia and bipolar disorder) have implicated two classes of risk variant: common variants1-3, each of small effect but collectively accounting for most population-level risk, and ultra-rare coding variants4,5 which confer large risk in a small number of i...

Greta Gerdes, V. Tozzo, S. Service et al. · 0 citations
Open access Aug 2026

Large-Scale Psychiatric Concept Extraction from Electronic Health Records: A Comparative Study of Encoder-Based Language Models

General-purpose pre-trained encoders had strong performance for psychiatric concept extraction from Spanish EHRs, and the utility of these relatively lightweight models for scalable, accurate and reproducible detection of psychiatric concepts in Spanish-language EHRs is highlighted.

X. Xue, C. Frydman-Gani, A. Arias et al. · 1 citation

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