Machine learning approaches to predict peak demand days of cardiovascular admissions considering environmental exposure
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Title
Machine learning approaches to predict peak demand days of cardiovascular admissions considering environmental exposure
Authors
Keywords
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Journal
BMC Medical Informatics and Decision Making
Volume 20, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2020-05-01
DOI
10.1186/s12911-020-1101-8
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Note: Only part of the references are listed.- Short-term effects of ambient air pollution and cardiovascular events in Shiraz, Iran, 2009 to 2015
- (2019) Zahra Soleimani et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Association between temperature variability and daily hospital admissions for cause-specific cardiovascular disease in urban China: A national time-series study
- (2019) Yaohua Tian et al. PLOS MEDICINE
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- (2019) Tahseen Jilani et al. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
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- (2019) Jihye Lim et al. International Journal of Environmental Research and Public Health
- Attributable risk of cardiovascular hospital admissions due to coarse particulate pollution: A multi-city time-series analysis in southwestern China
- (2019) Mengdie Chen et al. ATMOSPHERIC ENVIRONMENT
- Effect of Ambient Air Pollution on Hospitalization for Heart Failure in 26 of China's Largest Cities
- (2018) Hui Liu et al. AMERICAN JOURNAL OF CARDIOLOGY
- Realizing drug repositioning by adapting a recommendation system to handle the process
- (2018) Makbule Guclin Ozsoy et al. BMC BIOINFORMATICS
- Time series model for forecasting the number of new admission inpatients
- (2018) Lingling Zhou et al. BMC Medical Informatics and Decision Making
- Assessing the impact of PM 2.5 on respiratory disease using artificial neural networks
- (2018) Gabriela Polezer et al. ENVIRONMENTAL POLLUTION
- Ambient Particulate Matter Concentrations and Hospital Admissions in 26 of China’s Largest Cities
- (2018) Hui Liu et al. EPIDEMIOLOGY
- Impact of ambient temperature on clinical visits for cardio-respiratory diseases in rural villages in northwest China
- (2018) Qi Zhao et al. SCIENCE OF THE TOTAL ENVIRONMENT
- An application of machine learning to haematological diagnosis
- (2018) Gregor Gunčar et al. Scientific Reports
- The Burden of COPD Morbidity Attributable to the Interaction between Ambient Air Pollution and Temperature in Chengdu, China
- (2018) Hang Qiu et al. International Journal of Environmental Research and Public Health
- Risks of hospital admissions from a spectrum of causes associated with particulate matter pollution
- (2018) Xiaojuan Zhu et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Attributable risk of hospital admissions for overall and specific mental disorders due to particulate matter pollution: A time-series study in Chengdu, China
- (2018) Hang Qiu et al. ENVIRONMENTAL RESEARCH
- Prediction of fatty liver disease using machine learning algorithms
- (2018) Chieh-Chen Wu et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Short-term effects of ambient air pollution on emergency room admissions due to cardiovascular causes in Beijing, China
- (2017) Yuxia Ma et al. ENVIRONMENTAL POLLUTION
- Attributable risks of emergency hospital visits due to air pollutants in China: A multi-city study
- (2017) Gongbo Chen et al. ENVIRONMENTAL POLLUTION
- Ambient temperature and risk of cardiovascular events at labor and delivery: A case-crossover study
- (2017) Sandie Ha et al. ENVIRONMENTAL RESEARCH
- Short-term effects of air pollution on daily hospital admissions for cardiovascular diseases in western China
- (2017) Yuxia Ma et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Dermatologist-level classification of skin cancer with deep neural networks
- (2017) Andre Esteva et al. NATURE
- Seasonal and temperature modifications of the association between fine particulate air pollution and cardiovascular hospitalization in New York state
- (2017) Wan-Hsiang Hsu et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Electronic Health Record Driven Prediction for Gestational Diabetes Mellitus in Early Pregnancy
- (2017) Hang Qiu et al. Scientific Reports
- Application of time series analysis in modelling and forecasting emergency department visits in a medical centre in Southern Taiwan
- (2017) Wang-Chuan Juang et al. BMJ Open
- Time-Series Approaches for Forecasting the Number of Hospital Daily Discharged Inpatients
- (2017) Ting Zhu et al. IEEE Journal of Biomedical and Health Informatics
- Ambient temperature and risk of cardiovascular hospitalization: An updated systematic review and meta-analysis
- (2016) Dung Phung et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Effects of Particulate Matter and Its Chemical Constituents on Elderly Hospital Admissions Due to Circulatory and Respiratory Diseases
- (2016) Tatiane Ferreira et al. International Journal of Environmental Research and Public Health
- Air pollution and hospital admissions for cardiorespiratory diseases in Iran: artificial neural network versus conditional logistic regression
- (2015) M. Shakerkhatibi et al. International Journal of Environmental Science and Technology
- Environmental factors in cardiovascular disease
- (2015) Kristen E. Cosselman et al. Nature Reviews Cardiology
- Forecasting peak asthma admissions in London: an application of quantile regression models
- (2012) Ireneous N. Soyiri et al. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY
- Seven-days-ahead forecasting of childhood asthma admissions using artificial neural networks in Athens, Greece
- (2011) Kostas P. Moustris et al. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH
- Identifying the contribution of physical and chemical stressors to the daily number of hospital admissions implementing an artificial neural network model
- (2011) Pavlos Kassomenos et al. Air Quality Atmosphere and Health
- Assessment and prediction of short term hospital admissions: the case of Athens, Greece
- (2008) P. Kassomenos et al. ATMOSPHERIC ENVIRONMENT
- Coarse Particulate Matter Air Pollution and Hospital Admissions for Cardiovascular and Respiratory Diseases Among Medicare Patients
- (2008) Roger D. Peng JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
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