Yuming Guo

Monash University - Department of Epidemiology and Preventive Medicine

Melbourne, Victoria

Australia

SCHOLARLY PAPERS

22

DOWNLOADS

1,127

TOTAL CITATIONS

4

Scholarly Papers (22)

1.

Independent and Combined Effects of Late-Pregnancy Exposure to Air Pollution and Extreme Temperature on Preterm Birth in China: A Nationwide Cohort  Study

Number of pages: 31 Posted: 13 Apr 2022
Hong Kong Baptist University (HKBU) - Department of Geography, Capital Medical University - Beijing Obstetrics and Gynecology Hospital, South China Institute of Environmental Sciences, Capital Medical University - Beijing Obstetrics and Gynecology Hospital, The University of Sydney - School of Public Health, University of New South Wales (UNSW), Queensland University of Technology - International Laboratory for Air Quality and Health, University of Melbourne - Allergy and Lung Health Unit, Ludwig Maximilian University of Munich (LMU) - Institute and Clinic for Occupational, Social and Environmental Medicine, Harvard University - Harvard TH Chan School of Public Health, Monash University - Department of Epidemiology and Preventive Medicine, Texas A&M University - Department of Atmospheric Sciences, Hong Kong Polytechnic University, Hong Kong Baptist University, Capital Medical University - Beijing Obstetrics and Gynecology Hospital, Southern Medical University - Affiliated Shenzhen Maternity & Child Healthcare Hospital, Capital Medical University - Beijing Obstetrics and Gynecology Hospital, Capital Medical University - Beijing Obstetrics and Gynecology Hospital, Capital Medical University - Beijing Obstetrics and Gynecology Hospital, Capital Medical University - Beijing Obstetrics and Gynecology Hospital, Capital Medical University - Beijing Obstetrics and Gynecology Hospital, Peking University - College of Environmental Science and Engineering, Sun Yat-sen University (SYSU) - Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Hong Kong Baptist University (HKBU) - Department of Geography and Capital Medical University - Beijing Obstetrics and Gynecology Hospital
Downloads 142 (421,025)

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Preterm birth, Birth outcomes, Air pollution, Temperature extremes, Threshold effect.

2.

Effect Modification of Greenness on the Association Between Heat and Mortality: A Multi-City Multi-Country Study

Number of pages: 16 Posted: 25 Mar 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, Yale University, Czech University of Life Sciences Prague (CULS), Hakim Sabzevari University, University of Bern - Institute of Social and Preventive Medicine, Harvard University - Department of Environmental Health, affiliation not provided to SSRN, London School of Hygiene & Tropical Medicine, Nagasaki University - Department of Global Health, London School of Hygiene & Tropical Medicine, affiliation not provided to SSRN, University of Valencia, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Ottawa, Hakim Sabzevari University, affiliation not provided to SSRN, University of Florence, affiliation not provided to SSRN, Seoul National University - Institute of Health and Environment, affiliation not provided to SSRN, Universidade do Porto, Harvard University - Department of Epidemiology, University of Oulu - Center for Environmental and Respiratory Health Research (CERH), National and Kapodistrian University of Athens - Department of Hygiene, Epidemiology and Medical Statistics, National Institute of Public Health, University of Basel, affiliation not provided to SSRN, affiliation not provided to SSRN, Emory University, affiliation not provided to SSRN, Queensland University of Technology, affiliation not provided to SSRN, National Taiwan University, Monash University - Department of Epidemiology and Preventive Medicine and Yale University - School of the Environment
Downloads 113 (502,643)
Citation 3

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greenspace, temperature, mortality, effect modification

3.

Surformer: An Interpretable Pattern-Perceptive Survival Transformer for Cancer Survival Prediction from Histopathology Whole Slide Images

Number of pages: 12 Posted: 26 Apr 2023
Monash University, Central South University - Xiangya Hospital, Central South University - Xiangya Hospital, Monash University, Monash University - Climate, Air Quality Research Unit, Monash University, University of Cambridge, Monash University, Victorian Institute of Forensic Medicine, Monash University - Department of Epidemiology and Preventive Medicine, Monash University - Department of Epidemiology and Preventive Medicine, University of Tokyo - Division of Health Medical Intelligence, Tencent AI Lab, Monash University - Department of Biochemistry and Molecular Biology and Monash University - Department of Biochemistry and Molecular Biology
Downloads 102 (541,328)

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Survival analysis, multiple instance learning, whole slide image, deep learning interpretation.

4.

Dietary Pattern and Long-Term Effects of Ambient Particulate Matter on Hypertension and Blood Pressure in Chinese Adults

Number of pages: 38 Posted: 12 Feb 2021
Sichuan University - West China School of Public Health, Sichuan University - West China School of Public Health, Chengdu Center for Disease Control and Prevention, Tibet Center for Disease Control and Prevention, Tibet University, Guizhou Medical University (Guiyang Medical University), Chongqing Municipal Center for Disease Control and Prevention, Sichuan University - West China School of Public Health, Sichuan University - West China School of Public Health, Sichuan University - West China School of Public Health, University of Maryland - Department of Atmospheric and Oceanic Science, Sun Yat-Sen University (SYSU) - Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Monash University - Department of Epidemiology and Preventive Medicine, Monash University - Department of Epidemiology and Preventive Medicine, Kunming Medical University - School of Public Health, Sichuan University - Department of Epidemiology and Biostatistics and Independent
Downloads 76 (646,959)

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particulate matter; dietary pattern; hypertension; blood pressure

mRNA-Based COVID-19 Booster Vaccination is Highly Effective And Cost-Effective In Australia

Number of pages: 14 Posted: 09 May 2022
Xi'an Jiaotong University (XJTU) - China-Australia Joint Research Center for Infectious Diseases, Xi'an Jiaotong University (XJTU) - China-Australia Joint Research Center for Infectious Diseases, Alfred Health - Melbourne Sexual Health Centre, Alfred Health - Melbourne Sexual Health Centre, Monash University - Department of Epidemiology and Preventive Medicine, Xi'an Jiaotong University (XJTU) - China-Australia Joint Research Center for Infectious Diseases, Xi'an Jiaotong University (XJTU) - China-Australia Joint Research Center for Infectious Diseases, Xi'an Jiaotong University (XJTU) - China-Australia Joint Research Center for Infectious Diseases, Mount Sinai Health System - Department of Population Health Science and Policy, Xi'an Jiaotong University (XJTU) - China-Australia Joint Research Center for Infectious Diseases and Alfred Health - Melbourne Sexual Health Centre
Downloads 44 (858,837)

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COVID-19, Booster, Cost-effective analysis, Markov model, Australia

Mrna-Based COVID-19 Booster Vaccination is Highly Effective And Cost-Effective In Australia

Number of pages: 16 Posted: 05 Aug 2022
Xi'an Jiaotong University (XJTU) - China-Australia Joint Research Center for Infectious Diseases, Xi'an Jiaotong University (XJTU) - China-Australia Joint Research Center for Infectious Diseases, Alfred Health - Melbourne Sexual Health Centre, Alfred Health - Melbourne Sexual Health Centre, Monash University - Department of Epidemiology and Preventive Medicine, Xi'an Jiaotong University (XJTU) - China-Australia Joint Research Center for Infectious Diseases, Xi'an Jiaotong University (XJTU) - China-Australia Joint Research Center for Infectious Diseases, Xi'an Jiaotong University (XJTU) - China-Australia Joint Research Center for Infectious Diseases, Xi'an Jiaotong University (XJTU) - China-Australia Joint Research Center for Infectious Diseases, Mount Sinai Health System - Department of Population Health Science and Policy, Xi'an Jiaotong University (XJTU) - China-Australia Joint Research Center for Infectious Diseases and Alfred Health - Melbourne Sexual Health Centre
Downloads 13 (1,203,656)

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Keywords: COVID-19, Booster, Cost-effective analysis, Markov model, Australia

6.

Association of Ambient PM 1 with Hospital Admission and Recurrence of Stroke: Evidence from 292 Chinese Cities

Number of pages: 31 Posted: 04 Feb 2021
Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, School of Medicine, Jinan University, Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health, Capital Medical University - China National Clinical Research Center for Neurological Diseases, Monash University - Department of Epidemiology and Preventive Medicine, Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health, Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health, Fudan University - Key Laboratory of Public Health Safety, Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health, Children’s Hospital of Fudan University, National Center for Children’s Health, Jinan University - School of Medicine and Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health
Downloads 57 (747,970)

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7.

Urban Greenspace and Visual Acuity in Schoolchildren: A Large Prospective Cohort Study in China

Number of pages: 33 Posted: 03 Mar 2023
Sun Yat-sen University (SYSU) - Department of Maternal and Child Health, Sun Yat-sen University (SYSU) - Department of Maternal and Child Health, Barcelona Institute for Global Health (ISGlobal), Sun Yat-sen University (SYSU) - Department of Maternal and Child Health, Sun Yat-Sen University (SYSU) - Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Sun Yat-sen University (SYSU) - Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Monash University - Climate, Air Quality Research Unit, Hong Kong Baptist University (HKBU) - Department of Geography, Sun Yat-sen University (SYSU) - Department of Maternal and Child Health, Sun Yat-sen University (SYSU) - Department of Maternal and Child Health, Sun Yat-sen University (SYSU) - Department of Maternal and Child Health, Sun Yat-sen University (SYSU) - Department of Maternal and Child Health, Sun Yat-sen University (SYSU) - Department of Maternal and Child Health, Sun Yat-sen University (SYSU) - State Key Laboratory of Ophthalmology, Monash University - Department of Epidemiology and Preventive Medicine, Sun Yat-sen University (SYSU) - Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment and Sun Yat-sen University (SYSU) - Department of Occupational and Environmental Health
Downloads 54 (767,062)

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Greenness, Myopia, Visual acuity, Mediation, Children, Repeated measures

8.

Risk of Illness-Related School Absenteeism for Elementary Students with Exposure to Pm2.5 and O3

Number of pages: 27 Posted: 26 Mar 2022
Jilin University, Nanjing University - State Key Laboratory of Pollution Control and Resource Reuse, Monash University - Department of Epidemiology and Preventive Medicine, Columbia University - Lamont-Doherty Earth Observatory, University of Maryland - Department of Atmospheric and Oceanic Science, Fudan University, Fudan University - Key Laboratory of Public Health Safety, Nanjing University - State Key Laboratory of Pollution Control and Resource Reuse, Jiangsu Provincial Center for Disease Control and Prevention and Nanjing University - State Key Laboratory of Pollution Control and Resource Reuse
Downloads 49 (800,913)

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Fine particulate matter, Ozone, Children's health, Illness-related school absenteeism, Hospital visit record

9.

The Association between Cold Temperature and Mortality During and Before the COVID-19 Pandemic in Italy: A Nationwide Time-Stratified Case-Crossover Study

Number of pages: 28 Posted: 26 Oct 2020
Monash University - Climate, Air Quality Research Unit, Monash University - Climate, Air Quality Research Unit, Monash University - Climate, Air Quality Research Unit, Binzhou Medical University - Department of Health Statistics, Monash University - Department of Epidemiology and Preventive Medicine and Monash University - Department of Epidemiology and Preventive Medicine
Downloads 48 (808,124)

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temperature, mortality, COVID-19, Italy

10.

Spatiotemporal Characteristics and Influencing Factors for Joint Events of Air Pollution Wave and Cold Wave in China

Number of pages: 26 Posted: 01 Sep 2023
Nanjing University, Jiangsu University, Monash University, Monash University, Monash University, Monash University - Department of Epidemiology and Preventive Medicine and Nanjing University - State Key Laboratory of Pollution Control and Resource Reuse
Downloads 44 (837,934)

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air pollution wave, cold wave, joint event, spatiotemporal characteristics, influencing factor analysis, PM2.5

11.

Long-Term Exposure to Outdoor Light at Night and Mild Cognitive Impairment: A Nationwide Study in Chinese Veterans

Number of pages: 26 Posted: 20 Apr 2022
affiliation not provided to SSRN, Chinese PLA General Hospital - Geriatric Neurology Department of The Second Medical Center, affiliation not provided to SSRN, Sun Yat-sen University (SYSU) - Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Sun Yat-sen University (SYSU) - Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Peking University - Institute of Reproductive and Child Health, Chinese PLA General Hospital - Geriatric Neurology Department of The Second Medical Center, Sun Yat-Sen University (SYSU) - Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Monash University - Department of Epidemiology and Preventive Medicine and Monash University - Department of Epidemiology and Preventive Medicine
Downloads 41 (861,894)

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Light at night, Mild cognitive impairment, Veteran, China.

12.

Supervised Contrastive Learning Enhances Mhc-Ii Peptide Binding Affinity Prediction

Number of pages: 26 Posted: 07 Jun 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, Jingdezhen Ceramic University, affiliation not provided to SSRN, Monash University, Monash University - Department of Epidemiology and Preventive Medicine, Monash University - Infection and Immunity Program, Monash University - Department of Biochemistry and Molecular Biology and affiliation not provided to SSRN
Downloads 37 (896,233)

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MHC-II peptide binding, supervised contrastive learning, binding affinity prediction, binding core identification, Interpretability analysis

13.

Meta-Analysis Reveals Cyanotoxins Risk Across African Inland Waters

Number of pages: 30 Posted: 17 Jan 2023
Yunnan University, Yunnan University, Monash University - Department of Epidemiology and Preventive Medicine, Nanjing University, Yunnan University, University of Dundee, affiliation not provided to SSRN, Yunnan University, Yunnan University, Yunnan University, Yunnan University, affiliation not provided to SSRN, Yunnan University, Yunnan University, affiliation not provided to SSRN, Aarhus University and Yunnan University
Downloads 37 (896,233)

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Microcystins, Exposure Risk, Africa, Climatic Zones, Inland waters

14.

Association of Air Pollution and Illness-Related School Absenteeism for Elementary Students in Jiangsu Province, China

Number of pages: 22 Posted: 20 May 2021
Nanjing University - State Key Laboratory of Pollution Control and Resource Reuse, Nanjing University - State Key Laboratory of Pollution Control and Resource Reuse, Monash University - Department of Epidemiology and Preventive Medicine, Columbia University - Lamont-Doherty Earth Observatory, Nanjing University - State Key Laboratory of Pollution Control and Resource Reuse, Nanjing University - State Key Laboratory of Pollution Control and Resource Reuse and Jiangsu Provincial Center for Disease Control and Prevention
Downloads 37 (896,233)

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15.

Living Near More Greenness Associated with Increased Bone Strength: A Large Epidemiological Study in China

Number of pages: 41 Posted: 16 Feb 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, Sichuan University - West China School of Public Health, Sichuan University, Monash University - Department of Epidemiology and Preventive Medicine, Sun Yat-Sen University (SYSU) - Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, University of Maryland - Department of Atmospheric and Oceanic Science, Tibet Center for Disease Control and Prevention, affiliation not provided to SSRN, Kunming Medical University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Sichuan University - West China School of Public Health and Sichuan University - Department of Epidemiology and Biostatistics
Downloads 36 (905,260)

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Residential greenness, Bone strength, osteoporosis, Ambient air pollution, physical activity, causal mediation analyses

16.

Associations of Long-Term Exposure to Ambient Air Pollution, Physical Activity and Insomnia in China's Adults

Number of pages: 28 Posted: 30 Jan 2021
Sichuan University - Department of Epidemiology and Biostatistics, Sichuan University - West China School of Public Health, Guizhou Medical University - Key Laboratory of Environmental Pollution Monitoring and Disease Control, Chongqing Municipal Center for Disease Control and Prevention, Yunnan Center for Diseases Control and Prevention, Tibet Center for Disease Control and Prevention, Tibet University, Sichuan University - West China School of Public Health, Sichuan University - West China School of Public Health, Sichuan University - West China School of Public Health, University of Maryland - Department of Atmospheric and Oceanic Science, Sun Yat-Sen University (SYSU) - Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Monash University - Department of Epidemiology and Preventive Medicine, Monash University - Department of Epidemiology and Preventive Medicine, Sichuan University - Department of Epidemiology and Biostatistics, Chengdu Center for Disease Control and Prevention and Sichuan University - Department of Epidemiology and Biostatistics
Downloads 36 (905,260)
Citation 1

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ambient air pollution; long-term exposure; insomnia; physical activity

17.

Deep Ensemble Machine Learning with Bayesian Blending Improved Accuracy and Precision of Modelled Ground-Level Ozone for Region with Sparse Monitoring: Australia, 2005-2018

Number of pages: 28 Posted: 16 Oct 2024
Curtin University, Monash University, affiliation not provided to SSRN, affiliation not provided to SSRN, The University of Sydney - School of Public Health, The University of Sydney - Woolcock Institute of Medical Research, University of New South Wales (UNSW) - School of Population Health, Castray Esplanade - CSIRO Oceans and Atmosphere, affiliation not provided to SSRN, The University of Western Australia - School of Population & Global Health, Queensland University of Technology - International Laboratory for Air Quality and Health, Woolcock Institute of Medical Research, Vietnam, The University of Sydney and Monash University - Department of Epidemiology and Preventive Medicine
Downloads 34 (923,624)

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Deep ensemble machine learning (DEML), Bayesian Maximum Entropy (BME), blending, exposure modelling, ozone, air pollution epidemiology

18.

Associations between Blood Mercury and Depressive Symptoms in Young Adults:A Cohort Study Combining Metabolomics

Number of pages: 29 Posted: 04 Jul 2023
affiliation not provided to SSRN, Binzhou Medical University, Binzhou Medical University, Binzhou Medical University, Binzhou Medical University, Peking University, affiliation not provided to SSRN, Monash University, Binzhou Medical University, Monash University - Department of Epidemiology and Preventive Medicine, Binzhou Medical University and Monash University - Department of Epidemiology and Preventive Medicine
Downloads 29 (972,704)

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heavy metal, Blood mercury, Depressive symptoms, Metabolomics, Chinese young adults, Cohort study

19.

Climate and S Ocio-Economic Factors Drive The Temporal-Spatial Dynamics Of Hfrs in Northeastern China

Number of pages: 25 Posted: 10 May 2022
China Medical University, Chinese Academy of Sciences (CAS), Anhui Medical University, Sichuan University, Chinese Center for Disease Control and Prevention (China CDC), Zhejiang University, Chinese Academy of Sciences (CAS) - State Key Laboratory of Resources and Environmental Information System, China Medical University, China Medical University, Queensland University of Technology, Monash University - Department of Epidemiology and Preventive Medicine, Anhui Medical University and Chinese PLA Center for Disease Control and Prevention
Downloads 28 (983,215)

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Keywords: Hemorrhagic fever with the renal syndrome, temporal and spatial analysis, climate, socioeconomic factors, Northeastern China

20.

Adverse Associations of Long-Term Exposure to Ambient Ozone with Molecular Biomarkers of Aging Alleviated by Residential Greenness in Rural Chinese Adults

Number of pages: 26 Posted: 22 Mar 2023
Zhengzhou University, Sun Yat-Sen University (SYSU) - Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Zhengzhou University, Zhengzhou University, Zhengzhou University - Department of Epidemiology and Biostatistics, University of Wolverhampton - Faculty of Education, Health and Wellbeing, Zhengzhou University, Zhengzhou University - Department of Epidemiology and Biostatistics, Zhengzhou University - Department of Epidemiology and Biostatistics, Zhengzhou University - Department of Epidemiology and Biostatistics, Zhengzhou University - Department of Occupational and Environmental Health Sciences, Monash University - Department of Epidemiology and Preventive Medicine, Monash University - Department of Epidemiology and Preventive Medicine, Zhengzhou University - Department of Epidemiology and Biostatistics and Zhengzhou University - Department of Epidemiology and Biostatistics
Downloads 25 (1,015,722)

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ozone, residential greenness, mitochondrial DNA copy number, telomere length, rural population

Indoor Pm2.5 Forecasting and the Association with Outdoor Air Pollution: A Modelling Study Based on Sensor Data in Australia

Number of pages: 22 Posted: 11 Sep 2024
Monash University, Deakin University, Deakin University, Deakin University, Monash University - Department of Epidemiology and Preventive Medicine and Queensland University of Technology
Downloads 13 (1,203,656)

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deep ensemble model, indoor air pollution, Machine learning, PM2.5, Australia

Indoor Pm2.5 Forecasting and the Association with Outdoor Air Pollution: A Modelling Study Based on Sensor Data in Australia

Number of pages: 23 Posted: 16 Jan 2025
Monash University, Deakin University, Deakin University, Deakin University, University of Adelaide and Monash University - Department of Epidemiology and Preventive Medicine
Downloads 10 (1,245,339)

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deep ensemble model, indoor air pollution, machine learning, PM2.5, Australia

22.

The Role of Telomere Shortening in Ambient Ozone Exposure-Related Insulin Resistance

Number of pages: 30 Posted: 09 Jul 2024
Zhengzhou University, Sun Yat-Sen University (SYSU) - Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Zhengzhou University - Department of Epidemiology and Biostatistics, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University - Department of Epidemiology and Biostatistics, Zhengzhou University - Department of Epidemiology and Biostatistics, Zhengzhou University, Xinxiang Medical University, Xinxiang Medical University, Zhengzhou University - Department of Occupational and Environmental Health Sciences, Monash University - Department of Epidemiology and Preventive Medicine, Monash University - Department of Epidemiology and Preventive Medicine, Zhengzhou University - Department of Epidemiology and Biostatistics and Zhengzhou University - Department of Epidemiology and Biostatistics
Downloads 22 (1,050,446)

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insulin resistance, ambient ozone pollution, telomere length, liver gluconeogenesis