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Public Health Genomics and Precision Health Knowledge Base (v9.0)
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Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
Environmental Health
Last data update: Apr 25, 2024
. (Total: 63675 Documents since 2012)
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Machine learning strengthened prediction of tracheal, bronchus, and lung cancer deaths due to air pollution.
Jagadish Kumar Mogaraju et al. Environ Sci Pollut Res Int 2023
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The contribution of the exposome to the burden of cardiovascular disease.
Thomas Münzel et al. Nat Rev Cardiol 2023
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Relationship of long-term air pollution exposure with asthma and rhinitis in Italy: an innovative multipollutant approach.
Sara Maio et al. Environmental research 2023 115455
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Evaluation of Model-Based PM Estimates for Exposure Assessment during Wildfire Smoke Episodes in the Western U.S.
Ellen M Considine et al. Environmental science & technology 2023
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Detecting Elevated Air Pollution Levels by Monitoring Web Search Queries: Algorithm Development and Validation.
Lin Chen et al. JMIR formative research 2022 6(12) e23422
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Tracking Daily Concentrations of PM Chemical Composition in China since 2000.
Liu Shigan et al. Environmental science & technology 2022
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Application of machine learning approaches to predict the impact of ambient air pollution on outpatient visits for acute respiratory infections.
Ravindra Khaiwal et al. The Science of the total environment 2022 159509
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Visualization and Analysis of Air Pollution and Human Health Based on Cluster Analysis: A Bibliometric Review from 2001 to 2021.
Liu Diyi et al. International journal of environmental research and public health 2022 19(19)
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Are there joint effects of different air pollutants and meteorological factors on mental disorders? A machine learning approach.
Liang Mingming et al. Environmental science and pollution research international 2022
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The Canadian Optimized Statistical Smoke Exposure Model (CanOSSEM): A machine learning approach to estimate national daily fine particulate matter (PM) exposure.
Paul Naman et al. The Science of the total environment 2022 157956
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Spatio-temporal variation of Covid-19 health outcomes in India using deep learning based models.
Middya Asif Iqbal et al. Technological forecasting and social change 2022 183121911
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Application of deep machine learning for the radiographic diagnosis of periodontitis.
Chang Jennifer et al. Clinical oral investigations 2022
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Forecasting of non-accidental, cardiovascular, and respiratory mortality with environmental exposures adopting machine learning approaches.
Lee Woojoo et al. Environmental science and pollution research international 2022
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Development and Evaluation of Statistical Models Based on Machine Learning Techniques for Estimating Particulate Matter (PM and PM) Concentrations.
Hong Wan Yun et al. International journal of environmental research and public health 2022 19(13)
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A novel seasonal index-based machine learning approach for air pollution forecasting.
Khan Adeel et al. Environmental monitoring and assessment 2022 194(6) 429
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Evaluating the real changes of air quality due to clean air actions using a machine learning technique: Results from 12 Chinese mega-cities during 2013-2020.
Guo Yong et al. Chemosphere 2022 134608
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Field Evaluation and Calibration of Low-Cost Air Pollution Sensors for Environmental Exposure Research.
Huang Jianwei et al. Sensors (Basel, Switzerland) 2022 22(6)
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Maternal exposure to black carbon and nitrogen dioxide during pregnancy and birth weight: Using machine-learning methods to achieve balance in inverse-probability weights.
Dong Shuxin et al. Environmental research 2022 112978
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Satellite-Based Long-Term Spatiotemporal Patterns of Surface Ozone Concentrations in China: 2005-2019.
Zhu Qingyang et al. Environmental health perspectives 2022 130(2) 27004
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Seasonal prediction of daily PM concentrations with interpretable machine learning: a case study of Beijing, China.
Wu Yafei et al. Environmental science and pollution research international 2022
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Combining Machine Learning and Numerical Simulation for High-Resolution PM Concentration Forecast.
Bi Jianzhao et al. Environmental science & technology 2022
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Robust relationship between ambient air pollution and infant mortality in India.
deSouza Priyanka N et al. The Science of the total environment 2022 152755
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An Open-Source Privacy-Preserving Large-Scale Mobile Framework for Cardiovascular Health Monitoring and Intervention Planning With an Urban African American Population of Young Adults: User-Centered Design Approach.
Clifford Gari et al. JMIR formative research 2022 6(1) e25444
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Supervised Kohonen Self-Organizing Maps of Acute Asthma from Air Pollution Exposure.
Kebalepile Moses Mogakolodi et al. International journal of environmental research and public health 2021 18(21)
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Construction and Implementation of Big Data in Healthcare in Yichang City, Hubei Province.
Lu Fangfang et al. China CDC weekly 2021 3(1) 14-17
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Blockchain and artificial intelligence technology in e-Health.
Tagde Priti et al. Environmental science and pollution research international 2021
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The impact of industry cluster and environmental policies on residents' health risk evaluation using big data.
Chen Limin et al. Work (Reading, Mass.) 2021
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Ambient particulate matter air pollution is associated with increased risk of papillary thyroid cancer.
Karzai Shkala et al. Surgery 2021
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Effects of air pollution in Spatio-temporal modeling of asthma-prone areas using a machine learning model.
Razavi-Termeh Seyed Vahid et al. Environmental research 2021 111344
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Prenatal exposure to air pollutants and childhood atopic dermatitis and allergic rhinitis adopting machine learning approaches: 14-year follow-up birth cohort study.
Huang Yu et al. The Science of the total environment 2021 777145982
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Page last reviewed:
Feb 1, 2024
Page last updated:
Apr 25, 2024
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
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National Center on Birth Defects and Developmental Disabilities
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