The use of cleaning cloths in food industries has been implicated in the spread and growth of infective bacteria. Generic cloths sanitized with hot water at 75 degrees C and chemical sanitizers such as quaternary ammonium compounds (QAC) and hypochlorites currently used in food industries were compared with environmentally conscious alternatives such as fiber cloths sanitized with hot water at 75 degrees C. The results indicated that concentrations of Staphylococcus aureus and Escherichia coli on the fiber cloths were significantly lower than concentrations of bacteria on most of the generic cloths sanitized with hot water at 75 degrees C or a chemical sanitizer. Concentrations of bacteria on the fiber cloths sanitized with hot water at 75 degrees C also were lower than concentrations on cloths sanitized with chemical sanitizers. Concentrations of bacteria on the generic cloths, however, were significantly increased.
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Chemosphere
February 2025
Department of Energy Systems Research, Ajou University, Suwon, 16499, Republic of Korea; Department of Environmental and Safety Engineering, Ajou University, Suwon, 16499, Republic of Korea. Electronic address:
This study investigated the potential of machine learning (ML) as a substitute for polynomial regression in conventional response surface methodology (RSM) for decolorizing textile wastewater via a UV/HO process. While polynomial regression offers limited adaptability, ML models provide superior flexibility in capturing nonlinear responses but are prone to overfitting, particularly with constrained RSM datasets. In this study, we evaluated decision tree (DT), random forest (RF), multilayer perceptron (MLP), and extreme gradient boosting (XGBoost) models with respect to a quadratic regression model.
View Article and Find Full Text PDFPLoS One
December 2024
Department of Environmental and Occupational Health and Safety, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.
Background: Scabies is a major global health problem, affecting an estimated 200 million people worldwide and causing more than 455 million new cases annually. It is one of the most prevalent dermatological conditions in developing countries and vulnerable populations, such as school-age children. In Ethiopia, findings regarding the prevalence and associated factors of scabies among school age children have been irregular and inconsistent.
View Article and Find Full Text PDFFront Health Serv
December 2024
Health Research and Technology Transfer Directorate, South Ethiopia Region Public Health Institute, Jinka, Ethiopia.
Background: Women's empowerment is one of the fundamental issues for attaining sustainable development goals crossing multiple dimensions. In Ethiopia, Women's Development Network (WDN), a network of women, was established in 2010 with development aims. Ensuring women's empowerment critically needs collective efforts of platforms such as WDN.
View Article and Find Full Text PDFBiomed Phys Eng Express
December 2024
Department of Radiation Oncology, Northwest Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, United States of America.
. Electron beam treatment often requires bolus to augment surface dose to nearly 100%. There are no optimum bolus materials and hence a high-Z based clothlike material is investigated to reduce air column in treatment that provides optimum surface dose.
View Article and Find Full Text PDFJ Environ Manage
January 2025
Department of Chemistry, Chaudhary Charan Singh University, Meerut, 250004, India.
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