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Sunghwan Sohn

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Sep 2026

Association Between Large Language Model-Derived Mobility Functional Status Assessment and Clinical Outcomes.

LLM-derived mobility functional status assessment was associated with ED visits and hospitalization, but not with all-cause mortality after adjustment, and prospective validation and evaluation of incremental discrimination, calibration, and clinical utility are needed before clinical implementation.

Sandeep R. Pagali, Xing-Yi Liu, He-Ling Jia et al. · 0 citations
Sep 2026

Differential associations of individual- and neighborhood-level socioeconomic status with mortality in dementia: Findings from the Mayo Clinic Study of Aging

Background Alzheimer's disease (AD) and related dementias are leading causes of death worldwide. While socioeconomic status (SES) is a critical determinant, its impact on mortality after diagnosis remains understudied. Objective To investigate the roles of neighborhood-level and individual-level SES in predicting morta...

Jie Lin, M. Vassilaki, Jennifer St. Sauver et al. · 0 citations

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