ArticleEnvironmental science and pollution research international2022
Global burden analysis and AutoGluon prediction of accidental carbon monoxide poisoning by Global Burden of Disease Study 2019.
Article in Environmental science and pollution research international, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed.
- Artificial Intelligence-Derived Electrocardiogram Analysis for Identification of Carbon Monoxide-Induced Cardiomyopathy: A Retrospective Study.Medicina (Kaunas, Lithuania) · 2026Article
- Optimizing hyperbaric oxygen initiation time in carbon monoxide poisoning: a 3-hour window enhances neurological recovery via lactate clearance.Open medicine (Warsaw, Poland) · 2026Article
- Latent Trajectories and Regional Differences in Carbon Monoxide Mortality Across Provinces of Iran.Archives of Iranian medicine · 2025Article
- Data-Driven Design of Mechanically Hard Soft Magnetic High-Entropy Alloys.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Trend analysis and prediction of disease burden of occupational carbon monoxide poisoning in China based on the past two decades.Scientific reports · 2025Article
- Global, regional, and national assessment of foreign body aspiration (1990-2021): novel insights into incidence, mortality, and disability-adjusted life years.Scandinavian journal of trauma, resuscitation and emergency medicine · 2025Article
- The burden of carbon monoxide poisoning in China from 1990 to 2021 and forecasts to 2050.Frontiers in public health · 2025Article
- Applying deep learning-based ensemble model to [Japanese journal of radiology · 2025Article
- Burden of Carbon Monoxide Poisoning in Asian Countries From 1990 to 2021 and Its Projection Until 2030: An Analysis of the Global Burden of Disease Study 2021.Clinical epidemiology · 2025Article
- Article
- Computer-aided diagnostic system with automated deep learning method based on the AutoGluon framework improved the diagnostic accuracy of early esophageal cancer.Journal of gastrointestinal oncology · 2024Article
- Global, regional, and national mortality due to unintentional carbon monoxide poisoning, 2000-2021: results from the Global Burden of Disease Study 2021.The Lancet. Public health · 2023Article
- Machine learning-guided determination of Acinetobacter density in waterbodies receiving municipal and hospital wastewater effluents.Scientific reports · 2023Article
- Quantifying the effects of cold waves on carbon monoxide poisoning: A time-stratified case-crossover study in Jinan, China.Frontiers in public health · 2023Article
- Burden of carbon monoxide poisoning in China, 1990-2019: A systematic analysis of data from the global burden of disease study 2019.Frontiers in public health · 2022Article
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Accidental carbon monoxide poisoning (ACOP) is the most common occupational toxic disease, but related data are scarce or non-existent in many countries. This article investigates the global burden of ACOP based on the Global Burden of Disease Study 2019 (GBD 2019) and the World Bank database. In our study, numbers and age-standardized rates of ACOP prevalence, incidence, deaths, disability-adjusted life years (DALYs), years lived with disability (YLDs), and years of life lost (YLLs) were analyzed at global, regional, and national level. Besides, the estimated annual percentage change (EAPC) of age-standardized rates were calculated by generalizing the linear model. Age, sex, and Socio-demographic Index (SDI) are included to access their internal relevance. Globally, in 2019, there were approximately 0.97 million ACOP incidence cases (95% CI 0.66 million to 1.4 million), and 41,142 (95% UI 32,957 to 45,934) people died from it. Compared with 1990, the morbidity and mortality of ACOP in 2019 are on a downward trend. By sexes, from 1990 to 2019, females have higher morbidity and lower mortality. This correlation enables us to evaluate the level and status of public health services in various countries. We also evaluated the correlation between ACOP and economic parameters and use newly released machine learning tool-AutoGluon to predict the epidemiology of ACOP. The results of this study can be used by the health authorities to consider the burden of ACOP that could be addressed with preventive and therapeutic measures.
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