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Efficient diagnosis of diabetes mellitus using an improved ensemble method.
Sci Rep
January 2025
Faculty of Engineering, Université de Moncton, Moncton, NB, E1A3E9, Canada.
Diabetes is a growing health concern in developing countries, causing considerable mortality rates. While machine learning (ML) approaches have been widely used to improve early detection and treatment, several studies have shown low classification accuracies due to overfitting, underfitting, and data noise. This research employs parallel and sequential ensemble ML approaches paired with feature selection techniques to boost classification accuracy.
View Article and Find Full Text PDFOnline monitoring of water quality in industrial wastewater treatment process based on near-infrared spectroscopy.
Water Res
January 2025
NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Shandong, Jinan 250012, China; Department of Pharmacy, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong, Jinan 250021, China; Key Laboratory of Chemical Biology (Ministry of Education), Shandong University, Shandong, Jinan 250012, China; Shandong Engineering Research Center for Transdermal Drug Delivery Systems, Shandong, Jinan 250098, China. Electronic address:
Water quality monitoring is one of the critical aspects of industrial wastewater treatment, which is important for checking the treatment effect, optimizing the treatment technology and ensuring that the water quality meets the standard. Chemical oxygen demand (COD) is a key indicator for monitoring water quality, which reflects the degree of organic matter pollution in water bodies. However, the current methods for determining COD values have drawbacks such as slow speed and complicated operation, which hardly meet the demand of online monitoring.
View Article and Find Full Text PDFAdsorption efficiency correction for Ra determination on drinking water using Ra-Nucfilm disc.
Appl Radiat Isot
January 2025
Service de Protection Radiologique des Armées, 1bis rue du Lieutenant Raoul Batany, 92141, Clamart cedex, France.
A specific goal of the French army is to ensure health protection of soldiers consuming water from overseas operations territories. To do so, the French Defence Radiological Protection Service developed a method to quantify the amount of Ra in water using Ra-Nucfilm discs. Ra analysis is achieved within less than two days and the detection limit, function of adsorption efficiency, ranges from 0.
View Article and Find Full Text PDFNurses' experiences of cross-cultural care encounters in Swedish pediatric hospital care: A qualitative study.
J Pediatr Nurs
January 2025
Department of Neurobiology, Care Sciences and Society, Division of Nursing, Karolinska Institutet, Alfred Nobels Allé 23, 23 300, SE 141 83 Huddinge, Sweden.
Purpose: Nurses are expected to provide appropriate care for children from diverse cultural backgrounds to achieve the aims of current legislation on good care and to ensure equal terms for the entire population. This study aim was to describe nurses' experiences of cross-cultural care encounters when interacting with children and families with a Culturally and Linguistically Diverse background in Swedish pediatric hospital care.
Design And Methods: A descriptive qualitative study was conducted.
Exploring Nutrient-Adequate Sustainable Diet Scenarios That Are Plant-Based but Animal-Optimized.
Nutrients
January 2025
Nederlandse Zuivel Organisatie (NZO), 2596 BC The Hague, The Netherlands.
: Transitions toward more sustainable food systems may become rather polarized, particularly in the plant-based vs. animal-based debate. These discussions, however, are often based on environmental impact data from individual products or product groups and do not consider that the products together should form a nutrient-adequate diet that is also affordable.
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