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Shaopeng Yang

A Comparison of XGBoost, Random Forest, and Nomograph for the Prediction of Disease Severity in Patients With COVID-19 Pneumonia: Implications of Cytokine and Immune Cell Profile
2022 · Wandong Hong, Xiaoying Zhou, et al. · Frontiers in Cellular and Infection Microbiology · 64
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Damage associated molecular patterns and neutrophil extracellular traps in acute pancreatitis
2022 · Xiaoying Zhou, Shengchun Jin, et al. · Frontiers in Cellular and Infection Microbiology · 50
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Fourteen-Year Outcome of Angle-Closure Prevention with Laser Iridotomy in the Zhongshan Angle-Closure Prevention Study
2023 · Yixiong Yuan, Wei Wang, et al. · Ophthalmology · 46
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Usefulness of Random Forest Algorithm in Predicting Severe Acute Pancreatitis
2022 · Wandong Hong, Yajing Lu, et al. · Frontiers in Cellular and Infection Microbiology · 43
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Plasma Metabolomics Identifies Key Metabolites and Improves Prediction of Diabetic Retinopathy
2024 · Shaopeng Yang, Riqian Liu, et al. · Ophthalmology · 36
Retinal nerve fiber layer thinning as a novel fingerprint for cardiovascular events: results from the prospective cohorts in UK and China
2023 · Yanping Chen, Yixiong Yuan, et al. · BMC Medicine · 34
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Safety of repeated low-level red-light therapy for myopia: A systematic review
2024 · Yanping Chen, Ruilin Xiong, et al. · Asia-Pacific Journal of Ophthalmology · 31
Relationship between Cholesterol-Related Lipids and Severe Acute Pancreatitis: From Bench to Bedside
2023 · Xiaoying Zhou, Shengchun Jin, et al. · Journal of Clinical Medicine · 25
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Metabolic fingerprinting on retinal pigment epithelium thickness for individualized risk stratification of type 2 diabetes mellitus
2023 · Shaopeng Yang, Zhuoting Zhu, et al. · Nature Communications · 23
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Choriocapillaris flow deficit and the risk of referable diabetic retinopathy: a longitudinal SS-OCTA study
2022 · Wei Wang, Weijing Cheng, et al. · British Journal of Ophthalmology · 23
Forecasting Myopic Maculopathy Risk Over a Decade: Development and Validation of an Interpretable Machine Learning Algorithm
2024 · Yanping Chen, Shaopeng Yang, et al. · Investigative Ophthalmology & Visual Science · 19
Photoreceptor metabolic window unveils eye–body interactions
2025 · Shaopeng Yang, Zhuoyao Xin, et al. · Nature Communications · 17
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Long-Term Prediction and Risk Factors for Incident Visual Field Defect in Nonpathologic High Myopia
2024 · Cong Li, Yanping Chen, et al. · Investigative Ophthalmology & Visual Science · 14
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Analysis of Plasma Metabolic Profile on Ganglion Cell–Inner Plexiform Layer Thickness With Mortality and Common Diseases
2023 · Shaopeng Yang, Zhuoting Zhu, et al. · JAMA Network Open · 14
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Molecular characteristics, oncogenic roles, and relevant immune and pharmacogenomic features of NEK2 in gastric cancer
2023 · Zhonghan Wu, Jingjing Zheng, et al. · International Immunopharmacology · 14
Proteome atlas for mechanistic discovery and risk prediction of diabetic retinopathy
2025 · Shaopeng Yang, Zhuoyao Xin, et al. · Nature Communications · 13
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Consumption of Coffee and Tea Is Associated with Macular Retinal Nerve Fiber Layer Thickness: Results from the UK Biobank
2023 · Yixiong Yuan, Gabriella Bulloch, et al. · Nutrients · 12
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Long-Term Risk and Prediction of Progression in Primary Angle Closure Suspect
2024 · Yixiong Yuan, Ruilin Xiong, et al. · JAMA Ophthalmology · 10
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Genome-wide DNA methylation analysis of extreme phenotypes in the identification of novel epigenetic modifications in diabetic retinopathy
2022 · Shaopeng Yang, Xiao Guo, et al. · Clinical Epigenetics · 10
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RoScenes: A Large-Scale Multi-view 3D Dataset for Roadside Perception
2024 · Xiaosu Zhu, Hualian Sheng, et al. · Lecture notes in computer science · 9
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Handgrip strength and risks of diabetic vascular complications: Evidence from Guangzhou Diabetic Eye Study and UK cohorts
2024 · Pingting Zhong, Shaopeng Yang, et al. · British Journal of Ophthalmology · 7
Artificial intelligence-driven metabolomics of retinal nerve fibre layer to profile risks of mortality and cardiometabolic diseases
2025 · Shaopeng Yang, Zhuoyao Xin, et al. · Nature Communications · 5
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Ten-Year Change in Visual Function and Incidence of Visual Impairment in Highly Myopic Children and Adults
2025 · Yanping Chen, Ruilin Xiong, et al. · Investigative Ophthalmology & Visual Science · 3
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Plasma proteomic signatures of early retinal neurodegeneration in diabetes: a multi-cohort study
2026 · Huangdong Li, Ziyu Zhu, et al. · PLoS Medicine · 1
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Gene–Lifestyle Synergy in Diabetic Retinopathy Development
2026 · Shaopeng Yang, Zhuoyao Xin, et al. · Ophthalmology · 1
Works count: 45
Citation count: 526
H-index: 14
I10-index: 19
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