Recent developments in the utilization of unconventional resources: A focus on partial upgrading techniques and sustainability of Canadian Oil sand bitumen by Moataz K. Abdrabou, Xue Han, Yimin Zeng, Ying Zheng

“…To satisfy the increasing global energy demand, while searching for new energy sources, it's important to take a closer look at the resources already at our disposal and optimize their use. …”
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Overview of Current and Future Perspectives of Saudi Arabian Natural Clinoptilolite Zeolite: A Case Review by Murad Alsawalha

“…First, no analysis is available worldwide to compare the percentage weight of local zeolites with those sourced from other countries, nor does one exist for the establishment on the zeolite conversion of MBOH with water on acidic catalysts at lower temperatures. …”
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Pb-free metal oxide-based epoxy resin nanocomposites for radiation protection: Physical evaluation analysis approach by Toni Beth Guatato-Lopez, Alvie Asuncion-Astronomo, Gil Nonato C. Santos

“…Future work should focus on optimizing synthesis methods to improve homogeneity and radiation protection efficacy of polymer-based composites.…”
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The gift of health promotion in a celebration: A descriptive observational study of community baby showers on YouTube by Aysha Jawed, Colin Gardiner

“…It follows that the goal of this study sought to fill this gap by examining the existing state of coverage for community baby showers on social media utilizing view count as an engagement metric. Methods: In this cross-sectional, descriptive and observational study, we conducted a content analysis of the top 100 most widely viewed videos populated on YouTube at one conceptual point in time that covered community baby showers. to determine the most prevalent sources, formats, and content represented across this sample of videos. …”
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New approaches in drug safety assessment based on information provided by doctors and patients in the register “PROFILE” by N. A. Dmitrieva, Yu. V. Lukina, N. P. Kutishenko, S. Yu. Martsevich

“…The aim to compare various sources of the pharmacotherapy safety information in the outpatient register.Materials and methods. …”
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Assessing Health Information Seeking Behaviors Among Targeted Social Media Users Using an Infotainment Video About a Cancer Clinical Trial: Population-Based Descriptive Study by Jonathan Sommers, Don S Dizon, Mark A Lewis, Erik Stone, Richard Andreoli, Vida Henderson

“…Digital and social media are dominant sources of health information and offer optimal opportunities to improve public medical awareness and education by providing accurate and trustworthy health information from reliable sources. …”
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THE URGENCY OF ANTI-CIRCUMVENTION ARRANGEMENTS IN INDONESIA: A COMPARATIVE ANALYSIS WITH THE UNITED STATES AND ISLAMIC LAW PERSPECTIVES by Adi Prasetyo, Wirdyaningsih Wirdyaningsih

“…This study employs qualitative normative research methods through a literature review, examining primary legal materials (such as laws and regulations from Indonesia and the U.S.), secondary sources (literature, journals, previous research results), and tertiary sources (legal dictionaries, encyclopedias). …”
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Digital technologies in education: the view of medical students by A. G. Zabolotniy, M. E. Mirgorodskaya, A. O. Moskalenko, A. I. Loseva

“…Researches in this area often focus on the views of teachers, which highlights the need for a more in-depth analysis of students' experiences and their perceptions of digital learning.The Materials and methods: review of literary sources; statistical analysis of the results of an online survey conducted from November 1 to 15, 2024 at the Kuban State Medical University.The Results. …”
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Machine Learning‐Enabled Drug‐Induced Toxicity Prediction by Changsen Bai, Lianlian Wu, Ruijiang Li, Yang Cao, Song He, Xiaochen Bo

“…Big data and artificial intelligence (AI), especially machine learning (ML), are robustly contributing to innovation and progress in toxicology research. However, the optimal AI model for different types of toxicity usually varies, making it essential to conduct comparative analyses of AI methods across toxicity domains. …”
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Emerging Role of Mesenchymal Stromal Cell and Exosome Therapies in Treating Cognitive Impairment by Vick Key Tew, Muttiah Barathan, Fazlina Nordin, Jia Xian Law, Min Hwei Ng

“…While these therapies hold great promise, challenges such as variability in MSC sources, optimal dosing, and effective delivery methods need to be addressed for clinical application. …”
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The Spatial–Temporal Characteristics of Wave Energy Resource Availability in the China Seas by Rui-Zhe Shen, Cheng-Tao Yi, Yu-Nuo Liu, Lei Wang, Kai Wu, Mu-Yu Chen, Chong-Wei Zheng

“…For coastal nations and regions, wave energy provides a localized energy solution, decreasing dependency on external energy sources and fostering the sustainable development of local economies. …”
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Design of an Efficient Deep Learning-Based Diagnostic Model for Wind Turbine Gearboxes Using SCADA Data by Xuan-Kien Mai, Jun-Yeop Lee, Jae-In Lee, Byeong-Soo Go, Seok-Ju Lee, Minh-Chau Dinh

“…The model analyzes historical operating data from wind turbine to classify gearbox conditions into normal and abnormal states. Optimizing the dataset for deep neural networks through advanced data processing methods achieves an impressive fault detection accuracy of 98.8%. …”
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Noninvasive Assessment of Coronary Artery Disease: Recent Techniques, Diagnostic Accuracy, and Clinical Implications for Modern Cardiology–A Narrative Review by Dionysia Kravarioti, Hassan Chaito, Souhail Ouardouz, Elaf Abdulnaser Al‐Saab, Magda Wojtara, Olivier Uwishema

“…This review aims to present recent Noninvasive diagnostic modalities in CAD, report and compare the diagnostic accuracy of different invasive and noninvasive tests in CAD, and analyze both the current and future clinical implications of noninvasive modalities that regularly evaluate CAD in modern cardiology. Methods Given this background and purpose, various, reliable online sources were searched to find relevant data for our narrative review. …”
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Life Cycle Assessment of Municipal Solid Waste Management Strategies in Babolsar: Evaluating Environmental Impacts and Energy Consumption by Babak Sheydaei, Gholamreza Nabi, Fatemeh Yazdian

“…The implications of these findings extend to similar urban areas seeking to optimize their waste management practices for better environmental outcomes.…”
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The Role of Hydrolyzed Collagen in Combating Skin Aging: A Literature Review by Ewelina Kopczyńska, Piotr Kulej, Matylda Korgiel, Michał Ciołkosz, Wiktor Biesiada, Agnieszka Skoczeń, Michał Kulesza, Mateusz Kopczyński, Justyna Woźniak

“…An individualized approach to supplementation, along with ongoing research to optimize dosages and formulations, is essential. Future studies should focus on understanding the long-term effects of collagen supplementation, exploring its impact on different demographic groups, and comparing the efficacy of various collagen sources, such as marine and bovine collagen.  …”
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Determinants and strategies of food security in smallholders' homegardens in Xiaoliangshan, SW China by Yi-Won Addi, Heping Liao, Xinan Chen, Mengran Li

“…This study examines the determinants of food security in smallholders’ homegardens in Xiaoliangshan, southwest China, through a mixed-methods approach combining field surveys, interviews, and spatial-statistical analyses. …”
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Solar Drying Technology: Current Research Trends and Future Perspectives by Nanang Apriandi, Rani Raharjanti, Avicenna An-nizami, Yusuf Dewantoro Herlambang, Yoyok Dwi Setyo Pambudi, Khoiri Rozi, Komang Metty Trisna Negara, Nur Setyowati

“…Key research efforts have focused on improving energy efficiency, optimizing drying processes, and preserving product quality. …”
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Anchor Dragging Risk Estimation Strategy from Supervised Cost-Sensitive Learning by Sang-Lok Yoo, Shem Otoi Onyango, Joo-Sung Kim, Kwang-Il Kim

“…This suggested that the optimal ML strategy would involve undersampling the majority class and cost-sensitive learning. …”
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Research on Multi-Channel Spectral Prediction Model for Printed Matter Based on HMSSA-BP Neural Network by Dandan Fan, Hongwu Zhan, Fang Xu, Yifei Zou, Yankang Zhang

“…To overcome it, this paper proposes a multi-channel spectral prediction model for printed matter and the adaptive evaluation method based on multi-index fusion. First, BPNN prediction model utilizes multi-light sources multi-spectral imaging technology, mapping the dot area ratio of C, M, Y, K to the multi-channel spectral images. …”
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An Advanced Recomposition-Based Displaying Technique: Maximizing Image Reconstruction for Virtual Museum Applications by Jingjie Zhao, Xin Shi, Olga Yezhova, Qinchuan Zhan, Xijing Zhang

“…We present an advanced recomposition-based displaying technique designed to optimize intelligent scene retargeting in hybrid-reality environments, with two key contributions: Geometry-preserving and Human-inspired Active Detection (GHAD) and time-sensitive feature selection. …”
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