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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 PDFPoint-of-care additive manufacturing: state of the art and adoption in Spanish hospitals during pre to post COVID-19 era.
3D Print Med
December 2024
Diagnostic Imaging Department, Hospital de la Santa Creu i Sant Pau, Sant Antoni Maria Claret 167, 08025, Barcelona, Spain.
Background: 3D technologies [Virtual and Augmented 3D planning, 3D printing (3DP), Additive Manufacturing (AM)] are rapidly being adopted in the healthcare sector, demonstrating their relevance in personalized medicine and the rapid development of medical devices. The study's purpose was to understand the state and evolution of 3DP/AM technologies at the Point-of-Care (PoC), its adoption, organization and process in Spanish hospitals and to understand and compare the evolution of the models, clinical applications, and challenges in utilizing the technology during the COVID-19 pandemic and beyond.
Methods: This was a questionnaire-based qualitative and longitudinal study.
Rapidly Expanding Fusiform Abdominal Aortic Aneurysm without Stenotic Lesion Caused by Fibromuscular Dysplasia: A Rare Case.
Ann Vasc Dis
December 2024
Department of Cardiovascular Surgery, Aomori Prefectural Central Hospital, Aomori, Aomori, Japan.
Fibromuscular dysplasia (FMD) is an arterial disease characterized by fibrous arterial wall thickening and irregular proliferation and degeneration of smooth muscle cells in muscular arteries. Abdominal aortic aneurysms (AAA) are rare, with only a few reported cases. A characteristic feature of AAA is an aneurysm protruding forward near the terminal aorta with stenosis.
View Article and Find Full Text PDFResponsible research in health disparities using the Adolescent Brain Cognitive Development (ABCD) study.
Dev Cogn Neurosci
December 2024
National Institute on Drug Abuse (GD, DA, TMM), USA. Electronic address:
Purpose: The Adolescent Brain Cognitive Development (ABCD) Study is the largest longitudinal study on brain development and adolescent health in the United States. The study includes a sociodemographically diverse cohort of nearly 12,000 youth born 2005-2009, with an open science model of making data rapidly available to the scientific community. The ABCD Study® data has been used in over 1100 peer-reviewed publications since its first data release in 2018.
View Article and Find Full Text PDFAccuracy of a Rapid-Response EEG's Automated Seizure-Burden Estimator: AccuRASE Study.
Neurology
January 2025
Neurology, Yale School of Medicine, New Haven, CT.
Background And Objectives: The use of rapid response EEG (rr-EEG) has recently expanded in limited-resource settings and as a supplement to conventional EEG to rapidly detect and treat nonconvulsive status epilepticus. The study objective was to test the accuracy of an rr-EEG's automated seizure burden estimator (ASBE).
Methods: This is a retrospective observational study using multiple blinded reviewers.
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