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http://dx.doi.org/10.1091/mbc.E19-09-0502 | DOI Listing |
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 PDFClin Dermatol
January 2025
Faculty of Medicine and Health, University of New South Wales, Sydney, NSW, Australia; Department of Dermatology, St George Hospital, Sydney, NSW, Australia; The George Institute of Global Health, Sydney. Electronic address:
Water Res
January 2025
College of Environmental Science and Engineering and Key Laboratory of Environmental Biology and Pollution Control (Ministry of Education), Hunan University, Changsha 410082, PR China. Electronic address:
Anaerobic digestion (AD) is a biological process in which anaerobic microorganisms convert organic matter into methane-rich gas, contributing to the cycling of carbon and other nutrients. Quorum sensing (QS), a microbial communication mechanism, plays a critical role in regulating population-level behaviors within AD systems. This review systematically examines the roles and applications of QS in AD, emphasizing its importance in enhancing process efficiency.
View Article and Find Full Text PDFPatient Educ Couns
January 2025
Department of Communication Studies, San Francisco State University, San Francisco, USA; Medical Cultures Lab, University of California, San Francisco, USA.
Objectives: Complementary and Integrative Health (CIH) is recognized as a set of modalities to bolster health and well-being often outside of standard biomedical practice. How people discuss CIH with their biomedical providers is a microcosm for health communication more generally. In this Discussion, we propose a revision of the Street et al.
View Article and Find Full Text PDFSensors (Basel)
January 2025
Electronic and Information Technology Research and Development Center (CETELI), Federal University of Amazonas, Manaus 69067-005, AM, Brazil.
The Amazon region has the largest hydrographic basin in the world. The rivers act as roads, and boats serve as vehicles for transporting passengers and cargo to large urban centers, municipalities, riverside communities, villages, and settlements. The Amazon River transportation system faces critical gaps due to the lack of land infrastructure in certain areas, which makes rivers essential for commerce and access to isolated communities.
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