Frontiers in Public Health

A multidomain early warning model for 12-month adverse outcomes in older adults with multimorbidity: a risk-stratified public health approach

By Miao-miao Zhou, Zhong-Yao Zhou, Bei-bei Chen, Qingqing Xie

Figure 1. LASSO variable selection and model performance. — Figure 1. LASSO variable selection and model performance.LASSO variable selection and model performance.Zhou et al.

Cohort study of 690 peopleBiomarkers

Independent replication, declared no competing interests

The paper

Miao-miao Zhou, Zhong-Yao Zhou, Bei-bei Chen, Qingqing Xie

First Affiliated Hospital of Wenzhou Medical University

Frontiers in Public Health, 9 Sep 2026

doi.org/10.3389/fpubh.2026.1841984 PubMed 42780304

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