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Minister Parsons Highlights Research Investments During Research Week 2022

Minister Parsons Highlights Research Investments During Research Week 2022
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Paul Foley , Jessica Esseltine , Talia Jane Stockmann , Andrew Parsons , Syed Imtiaz , Francesca Kerton , Graham Fraser , Lorenzo Moro , Artificial Neural Network Model , Research Week , Supercritical Carbon Dioxide Analysis Lab , Esseltine Lab , Memorial University , Provincial Government , Curtis French , Advancing Imaging Facility , Complex Biological , Future Ocean , Coastal Infrastructure , Atlantic Canada ,

"Predicting the concentrations of enteric viruses in urban rivers runni" by Jing Miao, Zilin Wei et al.

Viral waterborne diseases are widespread in cities due largely to the occurrence of enteric viruses in urban rivers, which pose a significant concern to human health. Yet, the application of rapid detection technology for enteric viruses in environmental water remains undeveloped globally. Here, multiple linear regression (MLR) modeling and artificial neural network (ANN) modeling, which used frequently measured physicochemical parameters in river water, were constructed to predict the concentration of enteric viruses including human enteroviruses (EnVs), rotaviruses (HRVs), astroviruses (AstVs), noroviruses GⅡ (HuNoVs GⅡ), and adenoviruses (HAdVs) in rivers. After training, testing, and validating, ANN models showed better performance than any MLR model for predicting the viral concentration in Jinhe River. All determined R-values for ANN models exceeded 0.89, suggesting a strong correlation between the predicted and measured outputs for target enteric viruses. Furthermore, ANN mo ....

Artificial Neural Network Model , Enteric Virus , Ultiple Linear Regression Model , Urban River ,