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Characterization of Weighted Quantile Sum Regression for Highly Correlated Data in a Risk Analysis Setting
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Exposure science, the exposome, and public health
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Multiple classes of environmental chemicals are associated with liver disease: NHANES 2003–2004
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Urinary phthalate metabolites among elementary school children of Korea: Sources, risks, and their association with oxidative stress marker
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Ridge Regression: Biased Estimation for Nonorthogonal Problems
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Combining Estimates in Regression and Classification
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The exposome: from concept to utility
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Organochlorines in Carpet Dust and Non-Hodgkin Lymphoma
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Protecting Human Health From Air Pollution
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Identifying Subsets of Complex Mixtures Most Associated With Complex Diseases
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Regularization and Variable Selection Via the Elastic Net
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What Are the Sources of Exposure to Eight Frequently Used Phthalic Acid Esters in Europeans?
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Regression Shrinkage and Selection Via the Lasso
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The Exposome – Exciting Opportunities for Discoveries in Reproductive and Perinatal Epidemiology
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Environment and Disease Risks
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Complementing the Genome with an “Exposome”: The Outstanding Challenge of Environmental Exposure Measurement in Molecular Epidemiology
inferredcites →https://doi.org/10.1164/rccm.201009-1520edopenalex-snapshot
What Does Multi-Pollutant Air Pollution Research Mean?
inferredcites →https://doi.org/10.1186/1742-7622-5-2openalex-snapshot
Simpson's Paradox, Lord's Paradox, and Suppression Effects are the same phenomenon – the reversal paradox
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The Adaptive Lasso and Its Oracle Properties
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Traffic Air Pollution and Other Risk Factors for Respiratory Illness in Schoolchildren in the Niger-Delta Region of Nigeria
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Phthalate Concentrations and Dietary Exposure from Food Purchased in New York State
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Regularization Paths for Generalized Linear Models via Coordinate Descent
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Ridge Regression: Biased Estimation for Nonorthogonal Problems
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Matrix Algebra From a Statistician's Perspective.
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R: A Language and Environment for Statistical Computing
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
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inferred← citeshttps://doi.org/10.1007/s11356-022-21208-8openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-022-22662-0openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-022-23093-7openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-022-23148-9openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-022-24958-7openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-023-26119-wopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-023-26828-2openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-023-27181-0openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-023-27578-xopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-023-27717-4openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-023-28065-zopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-023-28218-0openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-023-28704-5openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-023-28706-3openalex-snapshot
Metal mixture exposure and the risk for immunoglobulin A nephropathy: Evidence from weighted quantile sum regression
inferred← citeshttps://doi.org/10.1007/s11356-023-28739-8openalex-snapshot
The interference between effects of PFAS exposure on thyroid hormone disorders and cholesterol levels: an NHANES analysis
inferred← citeshttps://doi.org/10.1007/s11356-023-28902-1openalex-snapshot
Combined exposure to multiple metals on hypertension in NHANES under four statistical models
inferred← citeshttps://doi.org/10.1007/s11356-023-29318-7openalex-snapshot
Associations of exposure to heavy metal mixtures with kidney stone among U.S. adults: A cross-sectional study
inferred← citeshttps://doi.org/10.1007/s11356-023-29932-5openalex-snapshot
Association of urinary bisphenols with thyroid function in the general population: a cross-sectional study of an industrial park in China
inferred← citeshttps://doi.org/10.1007/s11356-023-29938-zopenalex-snapshot
Associations of polychlorinated biphenyl and organochlorine pesticide exposure with hyperuricemia: modification by lifestyle factors
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Synergistic impact of co-exposures to whole blood metals on chronic kidney disease in general US adults: a cross‑sectional study of the National Health and Nutrition Examination Survey 2011–2020
inferred← citeshttps://doi.org/10.1007/s11356-023-30317-xopenalex-snapshot
Association of per- and polyfluoroalkyl substance exposure with metabolic syndrome and its components in adults and adolescents
inferred← citeshttps://doi.org/10.1007/s11356-023-31423-6openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11356-024-32745-9openalex-snapshot
Combined exposure to multiple metals on abdominal aortic calcification: results from the NHANES study
inferred← citeshttps://doi.org/10.1007/s11356-024-33266-1openalex-snapshot
8-OHdG mediates the association of co-exposure to fifty-five typical endocrine-disrupting chemicals with renal function: a cross-section investigation in Southern Chinese adults
inferred← citeshttps://doi.org/10.1007/s11356-024-33563-9openalex-snapshot
Environmental perchlorate, thiocyanate, and nitrate exposures and bone mineral density: a national cross-sectional study in the US adults
inferred← citeshttps://doi.org/10.1007/s11356-025-36089-wopenalex-snapshot
Prediction of daily childhood asthma exacerbation from ambient meteorological, environmental risk factors and respiratory viruses, Philadelphia, PA, 2011 to 2016
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inferred← citeshttps://doi.org/10.1007/s11524-024-00829-zopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s11606-026-10621-1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s12011-021-02972-zopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s12011-022-03484-0openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s12011-023-03901-yopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s12011-024-04236-yopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s12011-024-04359-2openalex-snapshot
Association between Mixed Heavy Metal Exposure and Arterial Stiffness, with Alkaline Phosphatase Identified as a Mediator
inferred← citeshttps://doi.org/10.1007/s12011-024-04458-0openalex-snapshot
Insufficient Muscle Development Level Associated with Serum Zinc, Manganese and Cobalt Levels in Children Aged 6 to 9 Years in Shenzhen, China
inferred← citeshttps://doi.org/10.1007/s12011-025-04585-2openalex-snapshot
Role of Glucose Metabolism in the Effects of Serum Metals on Telomere Length: Findings in Chinese Diabetic Population
inferred← citeshttps://doi.org/10.1007/s12011-025-04752-5openalex-snapshot
Association of Toxic Metal Exposure with Cognitive Function in Elderly Chinese: Potential Modification by Difficulties Falling Asleep
inferred← citeshttps://doi.org/10.1007/s12011-025-04949-8openalex-snapshot
Associations of Paternal Seminal Plasma Metals with their Spouses’ Unexplained Recurrent Spontaneous Abortion (URSA) Risk and the Potential Mediating Role of Oxidative Stress
inferred← citeshttps://doi.org/10.1007/s12011-026-05117-2openalex-snapshot
Context-Dependent Shift in Trace Element Risk Drivers for Carotid Plaque Instability: Copper Supersedes Iron in Patients with Hypertension or Diabetes
inferred← citeshttps://doi.org/10.1007/s12011-026-05204-4openalex-snapshot
Combined Effects and Potential Mechanisms of Multiple Metals Exposure on Coronary Artery Disease in the US Population: An Integrated Epidemiological and Network Toxicology Study
inferred← citeshttps://doi.org/10.1007/s12012-025-09969-3openalex-snapshot
Association Between Heavy Metals Mixtures and Life’s Essential 8 Score in General US Adults
inferred← citeshttps://doi.org/10.1007/s12012-025-10008-4openalex-snapshot
Systemic Inflammation Mediates the Association Between Blood Trihalomethane Concentrations and Cardiovascular Disease in U.S. Individuals Over 45: Insights from NHANES 2005–2012
inferred← citeshttps://doi.org/10.1007/s12012-025-10009-3openalex-snapshot
Association Between Urinary Metals and Polycyclic Aromatic Hydrocarbon Levels and Cardiovascular Disease Among Adult Americans: Data from NHANES 2011 to 2016
inferred← citeshttps://doi.org/10.1007/s12012-025-10084-6openalex-snapshot
Association Between Mixed Exposure to Endocrine-Disrupting Chemicals and Cardiovascular Health: Results from the 2003–2016 NHANES
inferred← citeshttps://doi.org/10.1007/s12012-026-10142-7openalex-snapshot
Interpretable Machine Learning in Heavy Metal-Associated Cardiovascular and Metabolic Disease: A Review of Current Methodologies, Toxicological Insights, and Clinical Implications
inferred← citeshttps://doi.org/10.1007/s12012-026-10188-7openalex-snapshot
Phthalate and Terephthalate Mixtures, Cardiometabolic Risk Factors, and the Role of Oxidative Stress: Evidence from NHANES 2015–2018
inferred← citeshttps://doi.org/10.1007/s12403-021-00439-zopenalex-snapshot
Mediation Effect of Metal Mixtures in the Association Between Socioeconomic Status and Self-rated Health Among US Adults: A Weighted Quantile Sum Mediation Approach
inferred← citeshttps://doi.org/10.1007/s12403-022-00471-7openalex-snapshot
Phthalate Mixture Exposure is Associated with Elevated Blood Pressure in Chinese Children: A Panel Study
inferred← citeshttps://doi.org/10.1007/s12403-022-00489-xopenalex-snapshot
Dietary Exposure to Essential and Non-essential Elements During Infants’ First Year of Life in the New Hampshire Birth Cohort Study
inferred← citeshttps://doi.org/10.1007/s12403-023-00573-wopenalex-snapshot
Analysis of Human Co-exposure to Lead and Cadmium Using Human Biomonitoring (HBM) Data in a Bayesian Copula-Based Regression Framework
inferred← citeshttps://doi.org/10.1007/s12403-023-00591-8openalex-snapshot
Associations Between Exposure to Metal Mixtures and Insufficient Bone Strength: A Cross-Sectional Study Among Children Aged 2–6 Years
inferred← citeshttps://doi.org/10.1007/s12403-023-00594-5openalex-snapshot
Interactions Between Heavy Metal Mixtures and Kidney Function: Gender-Stratified Analyses
inferred← citeshttps://doi.org/10.1007/s12403-024-00629-5openalex-snapshot
Sex-Specific Associations Between Organophosphate Esters Metabolites and Metabolic Dysfunction-Associated Fatty Liver Disease in Chinese Adults
inferred← citeshttps://doi.org/10.1007/s12403-024-00638-4openalex-snapshot
Metal (loid) Exposure and Overweight and Obesity in 6–12-Year-Old Spanish Children
inferred← citeshttps://doi.org/10.1007/s12403-024-00653-5openalex-snapshot
Associations Between Organophosphate Esters Exposure and Metabolic Syndrome: Exploring the Mediating Role of Oxidative Stress and Inflammation in Adults
inferred← citeshttps://doi.org/10.1007/s12403-025-00740-1openalex-snapshot
Environmental Co-exposure to Metals in PM2.5 and Intellectual Function in Rural Schoolchildren in Mexico
inferred← citeshttps://doi.org/10.1007/s12403-026-00764-1openalex-snapshot
Exposure to Obesogenic Endocrine Disruptors in Childhood. Impact on Biomarkers of Metabolic Status
inferred← citeshttps://doi.org/10.1007/s12561-023-09404-7openalex-snapshot
Modeling Historic Arsenic Exposures and Spatial Risk for Bladder Cancer
inferred← citeshttps://doi.org/10.1007/s12561-023-09405-6openalex-snapshot
Detecting Shape-Based Interactions Among Environmental Chemicals Using an Ensemble of Exposure-Mixture Regression and Interpretable Machine Learning Tools
inferred← citeshttps://doi.org/10.1007/s12561-023-09409-2openalex-snapshot
Considerations and Targeted Approaches to Identifying Bad Actors in Exposure Mixtures
inferred← citeshttps://doi.org/10.1007/s12561-023-09410-9openalex-snapshot
Applying Latent Variable Models to Estimate Cumulative Exposure Burden to Chemical Mixtures and Identify Latent Exposure Subgroups: A Critical Review and Future Directions
inferred← citeshttps://doi.org/10.1007/s13253-018-0326-9openalex-snapshot
Environmental Risk Assessment of Emerging Contaminants Using Degradation Data
inferred← citeshttps://doi.org/10.1007/s13253-023-00528-3openalex-snapshot
A Bayesian Partial Membership Model for Multiple Exposures with Uncertain Group Memberships
inferred← citeshttps://doi.org/10.1007/s13762-023-05275-zopenalex-snapshot
Impact and toxicity of heavy metals on human health and latest trends in removal process from aquatic media
inferred← citeshttps://doi.org/10.1007/s40471-018-0156-xopenalex-snapshot
Statistical Challenges in the Analysis of Biomarkers of Environmental Chemical Exposures for Perinatal Epidemiology
inferred← citeshttps://doi.org/10.1007/s40471-022-00296-7openalex-snapshot
Machine Learning Approaches for Measuring Neighborhood Environments in Epidemiologic Studies
inferred← citeshttps://doi.org/10.1007/s40572-017-0162-zopenalex-snapshot
Statistical Approaches to Address Multi-Pollutant Mixtures and Multiple Exposures: the State of the Science
inferred← citeshttps://doi.org/10.1007/s40572-019-00229-5openalex-snapshot
Complex Mixtures, Complex Analyses: an Emphasis on Interpretable Results
inferred← citeshttps://doi.org/10.1007/s40572-023-00402-xopenalex-snapshot
A State-of-the-Science Review on Metal Biomarkers
inferred← citeshttps://doi.org/10.1007/s40572-023-00417-4openalex-snapshot
Asthma and Environmental Exposures to Phenols, Polycyclic Aromatic Hydrocarbons, and Phthalates in Children
inferred← citeshttps://doi.org/10.1007/s40572-024-00467-2openalex-snapshot
Exposome Burden Scores to Summarize Environmental Chemical Mixtures: Creating a Fair and Common Scale for Cross-study Harmonization, Report-back and Precision Environmental Health
inferred← citeshttps://doi.org/10.1007/s40572-025-00500-yopenalex-snapshot
Comparison of Methods for Analyzing Environmental Mixtures Effects on Survival Outcomes
inferred← citeshttps://doi.org/10.1007/s40572-026-00534-wopenalex-snapshot
An Epidemiologic Review of Endocrine-disrupting Chemicals and Understudied Gynecologic Health Conditions Affecting Quality of Life
inferred← citeshttps://doi.org/10.1016/b978-0-12-823292-7.00024-3openalex-snapshot
Epidemiological approaches to metal toxicology
inferred← citeshttps://doi.org/10.1016/b978-0-12-823937-7.00023-7openalex-snapshot
Brain organoids modeling of genetic and environmental impact on neurodevelopmental traits
inferred← citeshttps://doi.org/10.1016/b978-0-323-91824-4.00017-4openalex-snapshot
The lung exposome: Accelerating precision respiratory health
inferred← citeshttps://doi.org/10.1016/b978-0-323-95488-4.00232-1openalex-snapshot
Neurotoxicology of Metals
inferred← citeshttps://doi.org/10.1016/j.aap.2026.108672openalex-snapshot
Mixture effects of multiple exposures on driving safety at tunnel entrances and exits: A Bayesian kernel machine regression (BKMR) method
inferred← citeshttps://doi.org/10.1016/j.ajcnut.2023.05.020openalex-snapshot
Interrogating Components of 2 Diet Quality Indices in Pregnancy using a Supervised Statistical Mixtures Approach
inferred← citeshttps://doi.org/10.1016/j.ajcnut.2024.11.026openalex-snapshot
Associations of Life’s Essential 8 with low muscle mass mediated by testosterone, inflammation, and nutritional status in United States adults: a cross-sectional study
inferred← citeshttps://doi.org/10.1016/j.ajcnut.2025.10.004openalex-snapshot
Associations between domestic water hardness and risk of experiencing 15 different cardiovascular events: a prospective cohort study of 324,136 United Kingdom Biobank participants
inferred← citeshttps://doi.org/10.1016/j.ajo.2024.05.019openalex-snapshot
Association Between Cardiovascular Health and Retinopathy in US Adults: From NHANES 2005-2008
inferred← citeshttps://doi.org/10.1016/j.annepidem.2016.11.016openalex-snapshot
Current approaches used in epidemiologic studies to examine short-term multipollutant air pollution exposures
inferred← citeshttps://doi.org/10.1016/j.apr.2024.102391openalex-snapshot
Association between environmental air pollution and olfactory functioning among Italian adolescents and young adults in the province of Brescia, Italy
inferred← citeshttps://doi.org/10.1016/j.apr.2025.102673openalex-snapshot
Association between short-term exposure to ambient fine particulate matter & components and the risk of spontaneous abortion
inferred← citeshttps://doi.org/10.1016/j.bbi.2026.106838openalex-snapshot
Psychosocial stress in the first 25 years of life and cognitive function in midlife: the role of inflammation
inferred← citeshttps://doi.org/10.1016/j.bpsgos.2026.100790openalex-snapshot
Outdoor Air Pollution, Perivascular Space Morphology, and Cognition in Preadolescence
inferred← citeshttps://doi.org/10.1016/j.canep.2025.102850openalex-snapshot
The effects of area-level deprivation on colorectal cancer incidence at the small area-level in Pennsylvania from 2008 to 2017
inferred← citeshttps://doi.org/10.1016/j.canep.2026.103056openalex-snapshot
Mixed effects of area-level deprivation and healthcare access and individual-level health insurance on late-stage colorectal cancer diagnosis in Pennsylvania
inferred← citeshttps://doi.org/10.1016/j.cbi.2025.111651openalex-snapshot
The association between exposure to phthalates and cardiovascular disease: A comprehensive study utilizing NHANES data from 2005 to 2018 and network toxicology
inferred← citeshttps://doi.org/10.1016/j.cca.2025.120382openalex-snapshot
The impact of urinary metal exposure on cardiac injury measured by four high-sensitivity troponin assays in US adults: A nationwide cross-sectional study
inferred← citeshttps://doi.org/10.1016/j.cca.2026.121296openalex-snapshot
Joint mixture effects and population attributable burden of ANA/ENA panels in connective tissue disease–associated interstitial lung disease
inferred← citeshttps://doi.org/10.1016/j.cca.2026.121314openalex-snapshot
Association of perfluoroalkyl and polyfluoroalkyl substances with polyendocrine metabolic ovarian syndrome and endocrine abnormalities: A case–control study
inferred← citeshttps://doi.org/10.1016/j.cgh.2023.12.020openalex-snapshot
Per- and Poly-Fluoroalkyl Substances Exposure Is Associated With Later Occurrence of Inflammatory Bowel Disease
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2019.124412openalex-snapshot
Multiple metal concentrations and gestational diabetes mellitus in Taiyuan, China
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2020.128467openalex-snapshot
Increased apoptosis, reduced Wnt/β-catenin signaling, and altered tail development in zebrafish embryos exposed to a human-relevant chemical mixture
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2020.128505openalex-snapshot
Association of multiple metals with lipid markers against different exposure profiles: A population-based cross-sectional study in China
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2021.129664openalex-snapshot
Umbilical cord serum perfluoroalkyl substance mixtures in relation to thyroid function of newborns: Findings from Sheyang Mini Birth Cohort Study
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2021.131150openalex-snapshot
Associations of multiple metals with bone mineral density: A population-based study in US adults
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2021.132065openalex-snapshot
Repeated measurements of 21 urinary metabolites of volatile organic compounds and their associations with three selected oxidative stress biomarkers in 0−7-year-old healthy children from south and central China
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2021.133015openalex-snapshot
Associations between prenatal multiple metal exposure and preterm birth: Comparison of four statistical models
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2021.133147openalex-snapshot
Associations of blood and urinary heavy metals with rheumatoid arthritis risk among adults in NHANES, 1999–2018
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2021.133235openalex-snapshot
Association between maternal serum concentration of perfluoroalkyl substances (PFASs) at delivery and acute infectious diseases in infancy
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2022.134416openalex-snapshot
Combined exposure to multiple metals on serum uric acid in NHANES under three statistical models
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2022.134471openalex-snapshot
Association between exposure to organophosphorus pesticides and the risk of diabetes among US Adults: Cross-sectional findings from the National Health and Nutrition Examination Survey
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2022.135134openalex-snapshot
Association between mixed dioxin exposure and hyperuricemia in U.S. adults: A comparison of three statistical models
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2022.135741openalex-snapshot
Association of single and multiple prefluoroalkyl substances exposure with preterm birth: Results from a Chinese birth cohort study
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2022.136077openalex-snapshot
Prenatal exposure to per- and polyfluoroalkyl substances and childhood adiposity at 7 years of age
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2022.136428openalex-snapshot
Association of organophosphate ester exposure with cardiovascular disease among US adults: Cross-sectional findings from the 2011–2018 National Health and Nutrition Examination Survey
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2022.136940openalex-snapshot
Prenatal exposure to perfluorooctane sulfonate alternatives and associations with neonatal thyroid stimulating hormone concentration: A birth cohort study
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2022.137065openalex-snapshot
Associations between mixed urinary phenols and parabens metabolites and bone mineral density: Four statistical models
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2023.137870openalex-snapshot
The combined effect of heavy metals and polycyclic aromatic hydrocarbons on arthritis, especially osteoarthritis, in the U.S. adult population
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2023.138494openalex-snapshot
Multiple metal exposure and metabolic syndrome in elderly individuals: A case-control study in an active mining district, Northwest China
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2023.138644openalex-snapshot
Metals and per- and polyfluoroalkyl substances mixtures and birth outcomes in the New Hampshire Birth Cohort Study: Beyond single-class mixture approaches
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2023.138650openalex-snapshot
Exposure to phenols, chlorophenol pesticides, phthalate and PAHs and mortality risk: A prospective study based on 6 rounds of NHANES
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2023.139054openalex-snapshot
Associations between exposure to a mixture of perfluoroalkyl and polyfluoroalkyl substances and age at menarche in adolescent girls utilizing three statistical models
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2023.139144openalex-snapshot
Association of a mixture of phthalates and phenols with frailty among middle-aged and older adults: A population-based cross-sectional study
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2023.139973openalex-snapshot
Associations of exposure to bisphenol A and its substitutes with neurodevelopmental outcomes among infants at 12 months of age: A cross-sectional study
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2023.140085openalex-snapshot
Associations between urinary heavy metals and anxiety among adults in the National Health and Nutrition Examination Survey (NHANES), 2007–2012
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