The impact of physical activity on depressive and anxiety disorders: A literature review by Karolina Woźniak, Adam Woźniak, Michał Stasiak

“…Research Materials and Methods: A systematic review of clinical and experimental studies was conducted using PubMed with keywords like “physical activity,” “running,” “mental disorder,” and “depression.” …”
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A systematic review on exploring the influence of Industry 4.0 technologies to enhance supply chain visibility and operational efficiency by Tahsina Khan, Md Mehedi Hasan Emon, Md Adnan Rahman

“…The primary aim is to discern the impact of technological integration on contemporary supply chain dynamics. Methods: A comprehensive search strategy identified 65 pertinent studies published between 2015 and 2023. …”
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Optimal restoration algorithm for active distribution network considering island mode of the microgrids by J. Marín Quintero, J. Ayala Uribe, O. Bernal, C. Orozco Henao

“…Faults in electrical networks can disrupt power supply to large populations, resulting in significant economic and social repercussions. With the growing integration of active agents such as Microgrids (MGs) and distributed generation (DG) into the electrical grid, it becomes crucial to develop methods that restore power to the maximum number of users in the shortest possible time, while considering the dynamic behavior of the network. …”
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Unraveling Power Consumption Pattern Using Multidimensional Scaling and Clustering Analysis by Utkarsh Misra, Gyana Ranjan Sahoo, Shikhar Prakash, Madhur Srivastava

“…With the rapid growth in electricity demand data and the integration of distributed energy resources, traditional methods struggle to capture zonal load patterns effectively. …”
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Spatiotemporal dynamics of rural settlement evolution in Guangdong Province, China by Li Jia, Zhuojun Liu, Yisen Li

“…Settlement patterns shifted from “reduction” to “integration”, with intensifying spatial agglomeration over time. …”
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International academic representation of traditional Chinese medicine in the post-COVID-19 era: a corpus-based exploration by Jiejing Pan

“…North American and Australian perspectives portray TCM as a dual-sided coin which potentially serves as an “adjuvant alternative,” whereas African scholars seem skeptical, perceiving it as a “low-end therapy.” (3) Disciplinary variation is also observed, with medicine, science, engineering, agronomy and humanities displaying distinct research foci and thus representational tendencies.DiscussionThese findings underscore the complex interplay between medical systems, cultural and geographic proximity, institutional factors, status quos of TCM research and practice as well as disciplinary conventions in the international academic representation of TCM, which contribute valuable insights into its evolving global scientific status and integration into modern healthcare.…”
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Speech Databases, Speech Features, and Classifiers in Speech Emotion Recognition: A Review by G. H. Mohmad Dar, Radhakrishnan Delhibabu

“…It also analyzes the efficacy of different speech features and classifiers in handling challenges such as data imbalance, limited data availability, and cross-lingual variations. The review highlights the need for future work to address real-time processing, context-sensitive emotion detection, and the integration of multi-modal data to enhance the performance of SER systems. …”
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Exploring the Nexus between Crude Oil Price and Stock Prices in Sub-Saharan Africa: A Case Study of Nigeria by Ditimi Amassoma, Matthew Ogbuagu

“…Objective: The objective of this article is to investigate the connection between unrefined oil price and stock prices in Sub-Saharan Africa with particular accentuation on the Nigerian economy. Research Design & Methods: Based on the time series data used, we applied co-integration test and a restricted Vector Autoregressive Approach to verify the existence of each short and long-term relationship among the variables of interest. …”
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Key Factors Influencing Financial and Monetary Security: A Case Study in Vietnam by Phan Thi Linh

“… Background: Economic security, mainly financial and monetary security, is an integral component of national security. It facilitates the sustainable development of the national economy and addresses the country's demands. …”
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The Association between Visit-to-Visit Variability of Blood Pressure and the Risk of Metabolic Syndrome: The Moderating Effect of Weight by Ruxue Li, Wuai Zhou, Xue Cai, Dan Luo, Huijing Zhang, Mingzi Li

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Auto-embedding transformer under multi-source information fusion for few-shot fault diagnosis by Bo Wang, Shuai Zhao, Qian Zhao, Yang Bai

“…In the final stage, the architecture integrates global max pooling and global average pooling operations to optimize feature abstraction and improve resilience to data variations. …”
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Assessing Surface Saturation and Transpiration Potential by Hypsometric Curves and the HAND Model by August Bjerkén, Luz A. Cuartas, Luk Peeters, Kenneth M. Persson

“…Abstract Methods for soil water conditions assessment are often highly localized or data demanding. …”
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A bibliometric analysis of six decades of camel research in North Africa: Trends, collaboration, and emerging themes by Razan Naji, Mahmoud Kandeel, Maryam Mahmoud

“…The primary objectives are to evaluate research productivity, identify key contributors, and highlight emerging trends. Methods: Data were collected from the Scopus database, which contained 1805 research documents. …”
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A digital twin based forecasting framework for power flow management in DC microgrids by Kerry Sado, Jarrett Peskar, Austin Downey, Jamil Khan, Kristen Booth

“…While forecasting methods have been explored for use in digital twin systems, the integration of feedback mechanisms for real-time forecasting and in-situ decision-making in DC microgrids has not been extensively investigated. …”
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scMODAL: a general deep learning framework for comprehensive single-cell multi-omics data alignment with feature links by Gefei Wang, Jia Zhao, Yingxin Lin, Tianyu Liu, Yize Zhao, Hongyu Zhao

“…As these technologies evolve rapidly and data resources expand, there is a growing need for computational methods that can integrate information from different modalities to facilitate joint analysis of single-cell multi-omics data. …”
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Robust Seismic Performance Evaluation of Super High-Rise Concrete Structures Using MCDM and Plithogenic-RAM Approach by Kaifeng Xing, Xiaoping Wang, Peng Chen

“…The RAM method is integrated with plithogenic sets to handle uncertain information. …”
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Unveiling fatty acid subtypes: immunometabolic interplay and therapeutic opportunities in gastric cancer by Huahuan Liu, Xin Hu, Xin Hu, Xiangnan Zhang, Yanxin Yao, Liuxing Wu, Ye Tian, Hongji Dai, Kexin Chen, Ben Liu

“…Public data from single-cell RNA sequencing confirmed that the characterized genes were predominantly expressed in endothelial cells and fibroblasts. Furthermore, the integration of transcriptomics and metabolomics revealed notable variations in fatty acid levels between the clusters, underscoring the clinical relevance of our fatty acid metabolism signature in shaping the metabolic profiles of GC patients.ConclusionThis developed FAM signature demonstrated potential as a biomarker for guiding treatment and predicting prognosis in GC.…”
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Molecular breeding of pigs in the genome editing era by Jiahuan Chen, Jiaqi Wang, Haoran Zhao, Xiao Tan, Shihan Yan, Huanyu Zhang, Tiefeng Wang, Xiaochun Tang

“…However, these methods face challenges due to long breeding cycles and the necessity for beneficial genetic variation associated with high-quality traits within the population. …”
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Evaluation of EMG patterns in children during assisted walking in the exoskeleton by Margherita Villani, Priscilla Avaltroni, Priscilla Avaltroni, Giulia Scordo, Giulia Scordo, Damiana Rubeca, Damiana Rubeca, Peter Kreynin, Ekaterina Bereziy, Denise Berger, Denise Berger, Germana Cappellini, Germana Cappellini, Francesca Sylos-Labini, Francesca Sylos-Labini, Francesco Lacquaniti, Francesco Lacquaniti, Yury Ivanenko

“…The purpose of this study on a sample of children was to determine the basic features of lower limb muscle activity and to implement a method for assessing the neuromechanics of spinal locomotor output during exoskeleton-assisted gait. …”
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RDCU-Net: A Multi-Scale Residual Dilated Convolution U-Net with Spatial Pyramid Pooling for Brain Tumor Segmentation by Mohammad Soltani-Gol, Akbar Asgharzadeh-Bonab, Hamid Soltanian-Zadeh, Jalil Mazlum

“…Early diagnosis of tumors plays a crucial role in improving treatment conditions , quality of life and patient survival. Deep learning methods are effective for medical image segmentation, but they struggle with tumors in magnetic resonance images (MRI) due to variations in intensity and appearance. …”
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