Predicting environmental risk factors in relation to health outcomes among school children from Romania using random forest model - An analysis of data from the SINPHONIE project
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Predicting environmental risk factors in relation to health outcomes among school children from Romania using random forest model - An analysis of data from the SINPHONIE project
Authors
Keywords
Child, Exposure, Health outcomes, Logistic regression, Machine learning
Journal
SCIENCE OF THE TOTAL ENVIRONMENT
Volume 784, Issue -, Pages 147145
Publisher
Elsevier BV
Online
2021-04-17
DOI
10.1016/j.scitotenv.2021.147145
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Respiratory and Allergic Effects in Children Exposed to Pesticides—A Systematic Review
- (2020) Rafael Junqueira Buralli et al. International Journal of Environmental Research and Public Health
- Gabapentin Enacarbil Extended‐Release Versus Placebo: A Likely Responder Reanalysis of a Randomized Clinical Trial
- (2020) Eugene M. Laska et al. ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH
- Probiotics function and modulation of the immune system in allergic diseases
- (2020) M. Eslami et al. ALLERGOLOGIA ET IMMUNOPATHOLOGIA
- Stress and asthma
- (2020) Eyal Oren et al. ANNALS OF ALLERGY ASTHMA & IMMUNOLOGY
- The predictive performances of random forest models with limited sample size and different species traits
- (2020) Jing Luan et al. FISHERIES RESEARCH
- Residence proximity to traffic-related facilities is associated with childhood asthma and rhinitis in Shandong, China
- (2020) Wei Liu et al. ENVIRONMENT INTERNATIONAL
- Household presentation of influenza and acute respiratory illnesses to a primary care sentinel network: retrospective database studies (2013–2018)
- (2020) Simon de Lusignan et al. BMC PUBLIC HEALTH
- Indoor environmental pollutants and their association with sick house syndrome among adults and children in elementary school
- (2018) Reiko Kishi et al. BUILDING AND ENVIRONMENT
- Assessing associations between indoor environment and health symptoms in Romanian school children: an analysis of data from the SINPHONIE project
- (2018) Jillian R. Palumbo et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- The role of the indoor environment: Residential determinants of allergy, asthma and pulmonary function in children from a US-Mexico border community
- (2018) Erik R. Svendsen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Evidence from SINPHONIE project: Impact of home environmental exposures on respiratory health among school-age children in Romania
- (2018) Yi Lu et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Characterization of Sex-Based Dna Methylation Signatures in the Airways During Early Life
- (2018) Cesar L. Nino et al. Scientific Reports
- Air Pollution and Noncommunicable Diseases
- (2018) Dean E. Schraufnagel et al. CHEST
- Transportation noise exposure, noise annoyance and respiratory health in adults: A repeated-measures study
- (2018) Ikenna C. Eze et al. ENVIRONMENT INTERNATIONAL
- Pesticides Exposure by Air in Vineyard Rural Area and Respiratory Health in Children: A pilot study
- (2018) C. Raherison et al. ENVIRONMENTAL RESEARCH
- The prevalence and risk factors for acute respiratory infections in children aged 0-59 months in rural Malawi: A cross-sectional study
- (2017) Miriam Cox et al. Influenza and Other Respiratory Viruses
- Teacher respiratory health symptoms in relation to school and home environment
- (2017) Shao Lin et al. INTERNATIONAL ARCHIVES OF OCCUPATIONAL AND ENVIRONMENTAL HEALTH
- Personalized Risk Prediction in Clinical Oncology Research: Applications and Practical Issues Using Survival Trees and Random Forests
- (2017) Chen Hu et al. Journal of Biopharmaceutical Statistics
- Prognostic role of neutrophil–lymphocyte ratio and platelet–lymphocyte ratio for hospital mortality in patients with AECOPD
- (2017) CaoYuan Yao et al. International Journal of Chronic Obstructive Pulmonary Disease
- The association between environmental tobacco smoke exposure and childhood respiratory disease: a review
- (2017) A. Vanker et al. Expert Review of Respiratory Medicine
- Internal living environment and respiratory disease in children: findings from the Growing Up in New Zealand longitudinal child cohort study
- (2016) Sandar Tin Tin et al. Environmental Health
- The association of residential mold exposure and adenotonsillar hypertrophy in children living in damp environments
- (2016) Ozlem Atan Sahin et al. INTERNATIONAL JOURNAL OF PEDIATRIC OTORHINOLARYNGOLOGY
- Evaluating multiple classifiers for stock price direction prediction
- (2015) Michel Ballings et al. EXPERT SYSTEMS WITH APPLICATIONS
- Home environment and indoor air pollution exposure in an African birth cohort study
- (2015) Aneesa Vanker et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Environmental tobacco smoke exposure and risk of allergic sensitisation in children: a systematic review and meta-analysis
- (2014) W. Feleszko et al. ARCHIVES OF DISEASE IN CHILDHOOD
- Assessment of the risk of respiratory sensitization from fragrance allergens released by air fresheners
- (2014) Wouter ter Burg et al. INHALATION TOXICOLOGY
- Outdoor air pollution and asthma
- (2014) Michael Guarnieri et al. LANCET
- Dampness in dwellings and its associations with asthma and allergies among children in Chongqing: A cross-sectional study
- (2013) Han Wang et al. CHINESE SCIENCE BULLETIN
- Dampness and moulds in relation to respiratory and allergic symptoms in children: results from Phase Two of the International Study of Asthma and Allergies in Childhood (ISAAC Phase Two)
- (2013) G. Weinmayr et al. CLINICAL AND EXPERIMENTAL ALLERGY
- Association of indoor dampness and molds with rhinitis risk: A systematic review and meta-analysis
- (2013) Maritta S. Jaakkola et al. JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY
- Indoor Air Quality and Sources in Schools and Related Health Effects
- (2013) Isabella Annesi-Maesano et al. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH-PART B-CRITICAL REVIEWS
- The use of household cleaning products during pregnancy and lower respiratory tract infections and wheezing during early life
- (2012) Lidia Casas et al. International Journal of Public Health
- Age-related association of fine particles and ozone with severe acute asthma in New York City
- (2010) Robert A. Silverman et al. JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY
- Incense use and respiratory tract carcinomas
- (2008) Jeppe T. Friborg et al. CANCER
- The effects of tobacco smoke exposure on respiratory health in school-aged children
- (2008) A.J. Henderson Paediatric Respiratory Reviews
- Prevalence of respiratory symptoms, features of asthma, and characteristics associated with respiratory disease, in 6–11 year olds in Manchester
- (2008) Mary Linehan et al. Primary Care Respiratory Journal
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 NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started