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Full-Text Articles in Environmental Public Health
Toxic Fashion: Evaluation Of Chemicals In Clothing And Recommendations For The Amended Tsca, Gregory Zajac
Toxic Fashion: Evaluation Of Chemicals In Clothing And Recommendations For The Amended Tsca, Gregory Zajac
Master's Projects and Capstones
The fashion industry is one of the largest polluting industries in the world and its rising environmental impact is partly due to the dominance of fast fashion business models. Recently researchers and advocates have found that large amounts of chemicals are used by textile manufacturers to produce clothing, some proven to be toxic in other applications. The risk of exposure to these classes of chemicals is a growing concern. With the risk management model, a qualitative examination was conducted on existing policies in the United States that regulate chemicals used by the industry. Despite some policy changes regarding chemical exposure …
Association Of Fall-Related Injuries And Different Diagnoses In Older Adults Of Ontario: A Machine Learning Approach, Sorour Rostampour
Association Of Fall-Related Injuries And Different Diagnoses In Older Adults Of Ontario: A Machine Learning Approach, Sorour Rostampour
Electronic Thesis and Dissertation Repository
Falls are the leading cause of injury-related hospitalizations among older adults in Canada. This study aimed to identify the most informative diagnostic categories associated with fall-related injuries (FRIs) using three machine learning algorithms: decision tree, random forest, and extreme gradient boosting tree (XGBoost). Secondary data from two Ontario health administrative databases (NACRS, DAD) covering the period 2006-2015 were analyzed. Older adults (aged ≥ 65 years) who sought treatment for FRIs in emergency departments (ED) or hospitals, as indicated by Canadian version of the 10th revision of the International Statistical Classification of Diseases and Related Health Problems (ICD-10-CA) codes for falls …