Publications

You can also find my articles on my Google Scholar profile.

AI-based multiomics profiling reveals complementary omics contributions to personalized prediction of cardiovascular disease

Yan Luo, Nan Zhang, Jiannan Yang, Mengyao Cui, Kelvin K. F. Tsoi, Gregory Y. H. Lip, Tong Liu, Qingpeng Zhang. Nature Communications, 2026 | IF 15.7 | JCR Q1

Cross-national analysis of social determinants of frailty among middle-aged and older adults: a machine learning study in the USA, England, and China

Yan Luo, Mengzhuo Guo, Qingpeng Zhang. Humanities and Social Sciences Communications, 2025 | IF 3.6 | JCR

AI-based multiomics profiling for personalized prediction of cardiovascular disease: A prospective UK Biobank study

Qingpeng Zhang, Yan Luo, Nan Zhang, Jiannan Yang, Mengyao Cui, Kelvin Tsoi, Gregory Lip, Tong Liu. Preprint, 2025

Positive association between Internet use and mental health among adults aged ≥50 years in 23 countries

Yan Luo, Paul Siu Fai Yip, Qingpeng Zhang. Nature Human Behaviour, 2024 | IF 15.9 | JCR Q1

The beneficial impact of Internet use on the mental well-being among adults aged ≥50 years in 23 countries

Qingpeng Zhang, Yan Luo, Paul S.F. Yip. Preprint, 2024

Social Determinants of Intrinsic Capacity: A Systematic Review of Observational Studies.

Huang ZT, Lai ETC, Luo Y, Woo J. Ageing research reviews, 2024 | IF 12.4 | JCR Q1

Machine Learning Approaches to Identify Social Determinants of Frailty Among Middle-Aged and Older Adults in the USA, England, and China

Yan Luo. Preprint, 2023

Comparing a new multimorbidity index with other multimorbidity measures for predicting disability trajectories

Hui-Wen Xu, Hui Liu, Yan Luo, Kaipeng Wang, My Ngoc To, Yu-Ming Chen, He-Xuan Su, Zhou Yang, Yong-Hua Hu, Beibei Xu. Journal of Affective Disorders, 2023 | IF 4.9 | JCR Q1

Associations between multimorbidity and frailty transitions among older Americans.

Luo Y, Chen Y, Wang K, De Fries CM, Huang Z, Xu H, Yang Z, Hu Y, Xu B. Journal of cachexia, sarcopenia and muscle, 2023 | IF 9.1 | JCR Q1

Trends of multimorbidity status among the older Chinese population: findings from the Chinese Longitudinal Healthy Longevity Survey 2000 to 2018

Hexuan Su, Yuming Chen, Huiwen Xu, Kaipeng Wang, Yan Luo, Beibei Xu. Interdisciplinary Nursing Research, 2022

Trends in the prevalence of vision impairment among the oldest-old Chinese population from 1998 to 2018

Yan Luo. Journal of Global Health, 2022 | IF 4.3 | JCR Q1

The association between vision impairment and cognitive outcomes in older adults: a systematic review and meta-analysis

Yan Luo. Aging & Mental Health, 2022 | IF 2.4 | JCR Q2

Development and Validation of a Multimorbidity Index Predicting Mortality Among Older Chinese Adults

Yan Luo, Ziting Huang, Hui Liu, Huiwen Xu, Hexuan Su, Yuming Chen, Yonghua Hu, Beibei Xu. Frontiers in Aging Neuroscience, 2022 | IF 4.5 | JCR Q1

Relationship between obesity and death by multi-morbidity status in older adults in China

Chinese Journal of Epidemiology, 2022

Patterns of cardiometabolic multimorbidity and the risk of depressive symptoms in a longitudinal cohort of middle-aged and older Chinese

Zi-Ting Huang, Yan Luo, Ling Han, Kaipeng Wang, Shan-Shan Yao, He-Xuan Su, Sumin Chen, Gui-Ying Cao, Carson M. De Fries, Zi-Shuo Chen, Hui-Wen Xu, Yong-Hua Hu, Beibei Xu. Journal of Affective Disorders, 2022 | IF 4.9 | JCR Q1

Multimorbidity measures differentially predicted mortality among older Chinese adults

Yan Luo. Journal of Clinical Epidemiology, 2022 | IF 5.2 | JCR Q1

Development and validation of multimorbidity index predicting mortality among Chinese older adults

Yan Luo, Zi-Ting Huang, Hui-wen Xu, Zi-Shuo Chen, He-Xuan Su, Hui Liu, Beibei Xu. Innovation in Aging, 2021 | IF 4.3 | JCR Q1

Comparisons of Different Multimorbidity Measures to Predict Physical Function Among Middle-Aged and Older Chinese

Hui-wen Xu, Yan Luo, Zi-Ting Huang, Zi-Shuo Chen, He-Xuan Su, Beibei Xu. Innovation in Aging, 2021 | IF 4.3 | JCR Q1

Visual trajectories and risk of physical and cognitive impairment among older Chinese adults

Guiying Cao, Kaipeng Wang, Ling Han, Qin Zhang, Shanshan Yao, Zishuo Chen, Ziting Huang, Yan Luo, Yonghua Hu, Beibei Xu. Journal of the American Geriatrics Society, 2021 | IF 4.5 | JCR Q1

Relationship between cardiovascular metabolic multimorbidity and depressive symptoms in Chinese older adults

黄紫婷, 罗颜, 苏鹤轩, 王凯鹏, 陈子烁, 徐慧雯, 胡永华, 许蓓蓓. Chinese Journal of Prevention and Control of Chronic Diseases, 2021

Associations between cardiometabolic multimorbidity and disability in middle-aged and older Chinese adults

王瑞芬, 罗颜, 陈子烁, 黄紫婷, 苏鹤轩, 徐慧雯, 许蓓蓓, 杨金霞. Journal of Jilin University (Medicine Edition), 2021

Early identification of patients with severe COVID-19 at increased risk of in-hospital death: a multicenter case-control study in Wuhan

Wei Zhou, Yisi Liu, Beibei Xu, Sa Wang, Shusheng Li, Hong Liu, Ziting Huang, Yan Luo, Ming Hu, Wenjuan Wu, Zhanguo Zhang, Xin Long, Wenbin Zou, Yi Bian, Xiaojing Zou, Malcolm Elliott, Lanxin Yue, Huifang Deng, Hairong Chen, Xueli Gao, Ying Wu, Minghao Fang, Boli Zhang, Yue Gao. Journal of Thoracic Disease, 2021 | IF 1.9 | JCR Q3

Associations between Multimorbidity and Physical Performance in Older Chinese Adults

Shan-Shan Yao, Xiangfei Meng, Gui-Ying Cao, Zi-Ting Huang, Zi-Shuo Chen, Ling Han, Kaipeng Wang, He-Xuan Su, Yan Luo, Yonghua Hu, Beibei Xu. International Journal of Environmental Research and Public Health, 2020

Machine learning approaches to identify social determinants of frailty among middle-aged and older adults in the USA, England, and China

Yan Luo, Mengzhuo Guo, Qingpeng Zhang. 10th Asian Conference on Aging & Gerontology (AGen2024), Tokyo, Japan, 25/03/24, 1900