Factors Associated with E-Cigarette Use in U.S. Young Adult Never Smokers of Conventional Cigarettes: A Machine Learning Approach
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Factors Associated with E-Cigarette Use in U.S. Young Adult Never Smokers of Conventional Cigarettes: A Machine Learning Approach
Authors
Keywords
-
Journal
International Journal of Environmental Research and Public Health
Volume 17, Issue 19, Pages 7271
Publisher
MDPI AG
Online
2020-10-05
DOI
10.3390/ijerph17197271
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Update: Characteristics of a Nationwide Outbreak of E-cigarette, or Vaping, Product Use–Associated Lung Injury — United States, August 2019–January 2020
- (2020) Vikram P. Krishnasamy et al. MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT
- E-cigarette, or Vaping, Product Use–Associated Lung Injury Among Clusters of Patients Reporting Shared Product Use — Wisconsin, 2019
- (2020) Ian W. Pray et al. MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT
- Association of initial e-cigarette and other tobacco product use with subsequent cigarette smoking in adolescents: a cross-sectional, matched control study
- (2020) Lion Shahab et al. TOBACCO CONTROL
- Association of smoking and electronic cigarette use with wheezing and related respiratory symptoms in adults: cross-sectional results from the Population Assessment of Tobacco and Health (PATH) study, wave 2
- (2019) Dongmei Li et al. TOBACCO CONTROL
- Depressive Symptoms and Suicidality in Adolescents Using e-Cigarettes and Marijuana
- (2019) Nicholas Chadi et al. Journal of Addiction Medicine
- Can hyperparameter tuning improve the performance of a super learner? A case study
- (2019) Jenna Wong et al. EPIDEMIOLOGY
- Association between Regular Electronic Nicotine Product Use and Self-Reported Periodontal Disease Status: Population Assessment of Tobacco and Health Survey
- (2019) Nkiruka Atuegwu et al. International Journal of Environmental Research and Public Health
- E-cigarette Use Is Associated with Non-prescribed Medication Use in Adults: Results from the PATH Survey
- (2019) Kathryn Bentivegna et al. JOURNAL OF GENERAL INTERNAL MEDICINE
- Prevalence of e-Cigarette Use Among Adults in the United States, 2014-2018
- (2019) Hongying Dai et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Pulmonary Illness Related to E-Cigarette Use in Illinois and Wisconsin — Preliminary Report
- (2019) Jennifer E. Layden et al. NEW ENGLAND JOURNAL OF MEDICINE
- E-Cigarette Use and Future Cigarette Initiation Among Never Smokers and Relapse Among Former Smokers in the PATH Study
- (2019) Robert McMillen et al. PUBLIC HEALTH REPORTS
- Building Risk Prediction Models for Type 2 Diabetes Using Machine Learning Techniques
- (2019) Zidian Xie et al. Preventing Chronic Disease
- Machine Learning in Epidemiology and Health Outcomes Research
- (2019) Timothy L. Wiemken et al. Annual Review of Public Health
- Adult E-Cigarettes Use Associated with a Self-Reported Diagnosis of COPD
- (2019) Mario F. Perez et al. International Journal of Environmental Research and Public Health
- E-cigarette use is associated with a self-reported diagnosis of prediabetes in never cigarette smokers: Results from the behavioral risk factor surveillance system survey
- (2019) Nkiruka C. Atuegwu et al. DRUG AND ALCOHOL DEPENDENCE
- e-Cigarette Use Among Youth in the United States, 2019
- (2019) Karen A. Cullen et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Developing an individualized risk calculator for psychopathology among young people victimized during childhood: A population-representative cohort study
- (2019) Alan J. Meehan et al. JOURNAL OF AFFECTIVE DISORDERS
- E-Cigarettes: Use, Effects on Smoking, Risks, and Policy Implications
- (2018) Stanton A. Glantz et al. Annual Review of Public Health
- Big Data and Machine Learning in Health Care
- (2018) Andrew L. Beam et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Points of Significance: Statistics versus machine learning
- (2018) Danilo Bzdok et al. NATURE METHODS
- Potential Public Health Effects of Reducing Nicotine Levels in Cigarettes in the United States
- (2018) Benjamin J. Apelberg et al. NEW ENGLAND JOURNAL OF MEDICINE
- Electronic Cigarettes and Future Marijuana Use: A Longitudinal Study
- (2018) Hongying Dai et al. PEDIATRICS
- Model selection and averaging in the assessment of the drivers of household food waste to reduce the probability of false positives
- (2018) Matthew James Grainger et al. PLoS One
- Role of obesity in smoking behaviour: Mendelian randomisation study in UK Biobank
- (2018) Robert Carreras-Torres et al. BMJ-British Medical Journal
- A Case–Control Study of Socio-Economic and Nutritional Characteristics as Determinants of Dental Caries in Different Age Groups, Considered as Public Health Problem: Data from NHANES 2013–2014
- (2018) Laura Zanella-Calzada et al. International Journal of Environmental Research and Public Health
- Role of obesity in smoking behaviour: Mendelian randomisation study in UK Biobank
- (2018) Robert Carreras-Torres et al. BMJ-British Medical Journal
- Prediction of neurologic deterioration based on support vector machine algorithms and serum osmolarity equations
- (2018) Jixian Lin et al. Brain and Behavior
- Electronic cigarette use and risk of harmful alcohol consumption in the US population
- (2018) Walter Roberts et al. ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH
- Monitoring the Rapidly Changing Landscape of E-Cigarettes
- (2018) Nancy A. Rigotti ANNALS OF INTERNAL MEDICINE
- Prevalence and Distribution of E-Cigarette Use Among U.S. Adults: Behavioral Risk Factor Surveillance System, 2016
- (2018) Mohammadhassan Mirbolouk et al. ANNALS OF INTERNAL MEDICINE
- Applications of machine learning algorithms to predict therapeutic outcomes in depression: A meta-analysis and systematic review
- (2018) Yena Lee et al. JOURNAL OF AFFECTIVE DISORDERS
- E-Cigarette Use Without a History of Combustible Cigarette Smoking Among U.S. Adults: Behavioral Risk Factor Surveillance System, 2016
- (2018) Mohammadhassan Mirbolouk et al. ANNALS OF INTERNAL MEDICINE
- Identification of gene biomarkers in patients with postmenopausal osteoporosis
- (2018) Chenggang Yang et al. Molecular Medicine Reports
- Notes from the Field: Use of Electronic Cigarettes and Any Tobacco Product Among Middle and High School Students — United States, 2011–2018
- (2018) Karen A. Cullen et al. MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT
- Why so GLUMM? Detecting depression clusters through graphing lifestyle-environs using machine-learning methods (GLUMM)
- (2017) J.F. Dipnall et al. EUROPEAN PSYCHIATRY
- The Prevalence and Characteristics of E-Cigarette Users in the U.S.
- (2017) et al. International Journal of Environmental Research and Public Health
- Association Between Initial Use of e-Cigarettes and Subsequent Cigarette Smoking Among Adolescents and Young Adults
- (2017) Samir Soneji et al. JAMA Pediatrics
- Disparities in Current Cigarette Smoking Prevalence by Type of Disability, 2009–2011
- (2017) Elizabeth Courtney-Long et al. PUBLIC HEALTH REPORTS
- Cardiovascular toxicity of nicotine: Implications for electronic cigarette use
- (2016) Neal L. Benowitz et al. TRENDS IN CARDIOVASCULAR MEDICINE
- QuickStats: Cigarette Smoking Status* Among Current Adult E-cigarette Users,† by Age Group — National Health Interview Survey,§ United States, 2015
- (2016) MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT
- Association between Electronic Cigarette Use and Asthma among High School Students in South Korea
- (2016) Jun Ho Cho et al. PLoS One
- Fusing Data Mining, Machine Learning and Traditional Statistics to Detect Biomarkers Associated with Depression
- (2016) Joanna F. Dipnall et al. PLoS One
- Validation of Electronic Health Record Phenotyping of Bipolar Disorder Cases and Controls
- (2015) Victor M. Castro et al. AMERICAN JOURNAL OF PSYCHIATRY
- Feature Selection with theBorutaPackage
- (2015) Miron B. Kursa et al. Journal of Statistical Software
- Regularization Paths for Generalized Linear Models via Coordinate Descent
- (2015) Jerome Friedman et al. Journal of Statistical Software
- Robustness of Random Forest-based gene selection methods
- (2014) Miron Bartosz Kursa BMC BIOINFORMATICS
- Developing small-area predictions for smoking and obesity prevalence in the United States for use in Environmental Public Health Tracking
- (2014) Alberto M. Ortega Hinojosa et al. ENVIRONMENTAL RESEARCH
- Carbonyl Compounds in Electronic Cigarette Vapors: Effects of Nicotine Solvent and Battery Output Voltage
- (2014) Leon Kosmider et al. NICOTINE & TOBACCO RESEARCH
- Trends in Electronic Cigarette Use Among U.S. Adults: Use is Increasing in Both Smokers and Nonsmokers
- (2014) Robert C. McMillen et al. NICOTINE & TOBACCO RESEARCH
- Mining Gene Expression Data of Multiple Sclerosis
- (2014) Pi Guo et al. PLoS One
- Estimating the Harms of Nicotine-Containing Products Using the MCDA Approach
- (2014) David J. Nutt et al. EUROPEAN ADDICTION RESEARCH
- Electronic Cigarettes and Conventional Cigarette Use Among US Adolescents
- (2014) Lauren M. Dutra et al. JAMA Pediatrics
- Levels of selected carcinogens and toxicants in vapour from electronic cigarettes
- (2013) Maciej Lukasz Goniewicz et al. TOBACCO CONTROL
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started