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Authors reply: ChatGPT's ECG interpretations: Sensitivity or specificity? Which matters more in the emergency department?
Am J Emerg Med
January 2025
UniCamillus-Saint Camillus International University of Health Science, Rome, Italy; Department of Internal Medicine, Intermediate Care Unit, Hospital Alto Vicentino (AULSS-7), Santorso, Italy.
Enhancing waste classification accuracy with Channel and Spatial Attention-Based Multiblock Convolutional Network.
Environ Monit Assess
January 2025
Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Shollinganallur, Chennai, India.
Municipal waste classification is significant for effective recycling and waste management processes that involve the classification of diverse municipal waste materials such as paper, glass, plastic, and organic matter using diverse techniques. Yet, this municipal waste classification process faces several challenges, such as high computational complexity, more time consumption, and high variability in the appearance of waste caused by variations in color, type, and degradation level, which makes an inaccurate waste classification process. To overcome these challenges, this research proposes a novel Channel and Spatial Attention-Based Multiblock Convolutional Network for accurately classifying municipal waste that utilizes a unique attention mechanism for enhancing feature learning and waste classification accuracy.
View Article and Find Full Text PDFIndoor air quality and human health risk assessment in selected high-altitude villages of Gilgit-Baltistan, Pakistan.
Environ Monit Assess
January 2025
Department of Environmental Sciences, Karakoram International University, Gilgit, Gilgit-Baltistan, Pakistan.
This research marks the inaugural endeavor in Gilgit-Baltistan (GB) to identify the primary sources of household energy and indoor air pollutants (IAPs) during the winter and additionally, to evaluate the health impacts associated with IAPs within specific high-altitude communities in Gilgit-Baltistan, Pakistan. Using the convenience sampling method, 20 households were continuously monitored to assess IAPs based on standards time-weighted average. The study found that 90% of the population relied primarily on animal dung as their main energy source, with wood, agricultural residues, electricity, and gas as other sources.
View Article and Find Full Text PDFAre "Extracurricular" Activities Really Extracurricular? The Activities That Matter Least in School Are the Ones That Best Teach Real-World Critical and Creative Thinking.
J Intell
December 2024
Department of Psychology, Cornell University, Ithaca, NY 14853, USA.
Curricula in school often do not prepare students adequately for the kinds of critical and creative thinking that they will need in their careers and lives. Part of the problem is that the characteristics of real-world problems differ greatly from the characteristics of many curricular activities, and so what the students learn in school about critical and creative thinking may fail when generalized to everyday problems. We suggest that extracurricular activities, such as in aspects of musical and athletic training, often prepare students better for real-world challenges.
View Article and Find Full Text PDFUtilization of Stable and Efficient High-Entropy (NiZnMgCuCo)AlO Catalyst with Polyvalent Transition Metals to Boost Peroxymonosulfate Activation toward Pollutant Degradation.
Small
January 2025
Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455, Riyadh, 11451, Saudi Arabia.
A polyacrylamide gel method has been used to synthesize a variety of polyvalent-transition-metal-doped Ni position of high entropy spinel oxides (NiZnMgCuCo)AlO-800 °C (A) on the basis of NiAlO, and the catalytic activity of A is studied under the synergistic action of peroxymonosulfate (PMS) activation and simulated sunlight. The A containing polyvalent transition metals (Ni, Cu, and Co) can effectively activate PMS and efficiently degrade levofloxacin (LEV) and tetracycline hydrochloride (TCH) under simulated sunlight irradiation. After 90 min of light exposure, the degradation percentages of LEV (50 mg L) and TCH (100 mg L) degrade by the A/PMS/vis system reach 87.
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