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Urban Water-Energy consumption Prediction Influenced by Climate Change utilizing an innovative deep learning method.
Sci Rep
December 2024
Science and Research Branch, Islamic Azad University, Tehran, Iran.
The growing global demand for water and energy has created an urgent necessity for precise forecasting and management of these resources, especially in urban regions where population growth and economic development are intensifying consumption. Shenzhen, a rapidly expanding megacity in China, exemplifies this trend, with its water and energy requirements anticipated to rise further in the upcoming years. This research proposes an innovative Convolutional Neural Network (CNN) technique for forecasting water and energy consumption in Shenzhen, considering the intricate interactions among climate, socio-economic, and demographic elements.
View Article and Find Full Text PDFPatient-level cost analysis of subfertility pathways in the Dutch healthcare system.
Eur J Health Econ
December 2024
Reinier de Graaf Gasthuis, Delft, The Netherlands.
Background: Health economic evaluations require cost data as a key input, and reimbursement policies and systems should incentivize valuable care. Subfertility is a growing global phenomenon, and Dutch per-treatment DRGs alone do not support value-based decision-making because they don't reflect patient-level variation or the impact of technologies on costs across entire patient pathways.
Methods: We present a real-world micro-costing analysis of subfertility patient pathways (n = 4.
Enteric pathogens implicated in acute infectious diarrhea among young children in resource-limited region with rapidly growing population: a hospital-based cross-sectional study.
Clin Exp Pediatr
December 2024
Department of Biology, College of Education, Al-Iraqia University, Baghdad, IRAQ.
Background: Acute infectious diarrhea is among the leading causes of morbidity and mortality worldwide, particularly in developing countries and among children younger than 5 years of age.
Purpose: To determine the causative microorganisms in diarrhea and elucidate their epidemiological trajectory among children younger than 5 years of age to establish successful preventive measures.
Methods: This cross-sectional study was conducted in Al-Musayyib District, Babil Governorate, Iraq, using data from January 2023 to January 2024 provided by the information system of Ibn Saif Children's Hospital and Al-Musayyib General Hospital.
Therapeutic implications of necroptosis activation in Alzheimer´s disease.
Alzheimers Res Ther
December 2024
Laboratory of Neurodegenerative Diseases, Center for Biomedicine, Universidad Mayor, Temuco, Chile.
In recent years, a growing body of research has unveiled the involvement of the necroptosis pathway in the pathogenesis of Alzheimer's disease (AD). This evidence has shed light on the mechanisms underlying neuronal death in AD, positioning necroptosis at the forefront as a potential target for therapeutic intervention. This review provides an update on the current knowledge on this emerging, yet rapidly advancing topic, encompassing all published studies that present supporting proof of the role of the necroptosis pathway in the neurodegenerative processes of AD.
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