Gaussian process latent variable models-ANN based method for automatic features selection and dimensionality reduction for control of EMG-driven systems by Maham Nayab, Asim Waris, Muhammad Jawad Khan, Dokhyl AlQahtani, Ahmed Imran, Syed Omer Gilani, Umer Hameed Shah

“…Electromyography (EMG) signals have gained significant attention due to their potential applications in prosthetics, rehabilitation, and human-computer interfaces. …”
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Ultrasound for evaluating gastrointestinal symptoms in irritable bowel syndrome patients: A systematic review by Anas Elgenidy, Ramez M. Odat, Mohamed Hesn, Asmaa Abodaif, Mohamed S. Elgendy, Mohammad Alzu'bi, Abdelrahman R. Youssef, Shady Sapoor, Mahmoud Mohamed AlSanafini, Moustafa Elnewishy, Paula Gamal Wassef

“…Conclusion: This comprehensive review underscores the value of ultrasound in diagnosing and managing IBS, offering insights into its diverse applications and diagnostic accuracies across various aspects of gastrointestinal function. …”
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A VNS-NPGA approach to multi-objective optimization of hub-and-spoke logistics network by Changxi Ma, Chuwei Shi, Yun Yang, Yongpeng Zhao, Zhuye Xu, Bo Du

“…To evaluate the performance of the proposed VNS-NPGA approach, a real-life case study based on a small-scale Australia Post data set was conducted, and 25 nodes of the Australia Post and 14 nodes of the Gansu Province 3-level hub-and-spoke logistics networks were established, respectively. …”
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Purification and Oxidative Scavenging of Total Alkaloids of <i>Piperis longi fructus</i> Based on Adsorption Kinetics and Thermodynamic Theory by Lirong Lu, Dezhi Shi, Nuo Chen, Chengchao Wu, Hang Zhang, Shaohui Zhong, Jing Ji, Yunfeng Zheng, Jianming Cheng, Shiwen Huang, Taoshi Liu

“…The thermodynamic study provides a satisfactory fit for the isotherm data, indicating that the adsorption process is characterized by spontaneity (Δ<i>G</i>° < 0), exothermicity (Δ<i>H</i>° < 0), and an increase in entropy (Δ<i>S</i>° < 0). …”
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Role of large language models in mental health research: an international survey of researchers’ practices and perspectives by John Torous, Zoë McClure, Jake Linardon, Mariel Messer, Cleo Anderson, Claudia Liu, Hannah K. Jarman, Simon B. Goldberg

“…The most common applications were for proofreading written work (69%) and refining or generating code (49%). …”
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qBiCo: a method to assess global DNA conversion performance in epigenetics via single-copy genes and repetitive elements by Faidra Karkala, Roy B. Simons, Floor Claessens, Vivian Kalamara, Manfred Kayser, Athina Vidaki

“…The tool also enables standardization to prevent inconsistent data and false outcomes in the future, regardless of the downstream experimental analysis of DNA methylation-based research and applications across different fields of biology and biomedicine.…”
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Advanced image super-resolution using deep learning approaches by Mohamed Badiy, Fatima Amounas, Mourade Azrour, Mohammad Ali A. Hammoudeh

“…It has garnered substantial interest due to its broad applications in areas such as medical imaging, remote sensing, and multimedia. …”
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Diachronic changes in local food heritage: the ethnobiology of wild foods in central Tuscany by Mousaab Alrhmoun, Valter Guiggi, Syed Waseem Gillani, Muhammad Manzoor, Naji Sulaiman, Andrea Pieroni

“…This study explores shifts in wild food knowledge and practices over two decades, comparing data collected in 2024 with findings from a 2004 study. …”
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Hybrid model for predicting microsatellite instability in colorectal cancer using hematoxylin & eosin-stained images and clinical features by Hangping Wei, Xiaowei Zhang, Zhen Zhou, Jianbin Xie, Weidong Han, Xiaofang Dong

“…Additionally, a nomogram was developed to enhance its clinical applicability. Gene Ontology (GO) analysis identified differentially expressed genes (DEGs) related to MSI status, which were enriched in humoral immune response, among other pathways. …”
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A Comparative Study of Sugammadex and Neostigmine: A Bibliometric Analysis of the Past 15 Years by Yin D, Tang B, Hu X, Hu H

“…Data aggregation was performed using Microsoft Excel, while bibliometric visualizations were generated through the Bibliometrix package in R software. …”
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Bibliometric Analysis of microRNA: A Comprehensive Evaluation of Its Contribution to Acute Coronary Syndromes by Gao Y, Li T, Mu X, Ren X, Wang J, Fan J, Zhu H, Wang X

“…Data from 1,244 eligible studies were analyzed using CiteSpace and VOSviewer to assess contributions by countries, institutions, authors, journals, and keywords. …”
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Varstrometry for Off-nucleus and Dual Sub-Kpc AGN (VODKA): Long-slit Optical Spectroscopic Follow-up with Gemini/GMOS and Hubble Space Telescope/STIS by Yu-Ching Chen, Arran C. Gross, Xin Liu, Yue Shen, Nadia L. Zakamska, Hsiang-Chih Hwang, Ming-Yang Zhuang

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Functional and structural characterization of the human indolethylamine N-methyltransferase through fluorometric, thermal and computational docking analyses by Matteo Ardini, Francesco Angelucci, Francesca Rea, Luca Paluzzi, Federica Gabriele, Marta Palerma, Luana Di Leandro, Rodolfo Ippoliti, Giuseppina Pitari

“…Conclusions The paper provides a foundation for thoroughly studying hINMT under consistent conditions, which is crucial for obtaining reliable kinetic data and maintaining molecular stability for future structural analysis. …”
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Effectiveness of Digital Health Interventions to Enhance Continuity of Care in Patients with Pulmonary Tuberculosis: A Systematic Review of Randomized Controlled Trials by Miladi QN, Pahria T, Pramukti I

“…Inclusion criteria focused on RCTs evaluating DHIs for adult TB patients. Data were extracted and analyzed thematically to assess intervention effectiveness on medication adherence and clinical outcomes.Results: A total of 17.380 patients from 21 studies TB patients were included. …”
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An intraoperative nomogram for predicting secondary margin positivity in breast conserving surgery utilizing frozen section analysis by Cheng Li, Yan Jiang, Xumiao Wu, Yong Luo, Qi Li

“…The aim of this study is to develop a predictive model applicable to BCS with FSA-assisted excisional biopsy and margin assessment, with a focus on predicting the risk of secondary margin positivity in re-excision procedures following positive initial margins. …”
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Advanced multi-label brain hemorrhage segmentation using an attention-based residual U-Net model by Xinxin Lin, Enmiao Zou, Wenci Chen, Xinxin Chen, Le Lin

“…Clinical trial number Not applicable.…”
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Supraharmonics monitoring based on VSSESP-DBP dynamic compressed sensing algorithm by Chao Yan, Hongtao Shen, Jie Yu, Peng Tao, Hongxi Wang, Ting Yang

“…The study leverages the sparsity of superharmonic signals within the time window and proves the applicability of compressed sensing theory for dynamic compressive sampling. …”
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Research on the Performance of Vehicle Lateral Control Algorithm Based on Vehicle Speed Variation by Weihai Zhang, Jinbo Wang, Tongjia Pang

“…It is necessary to define the applicable scenarios of each algorithm through quantitative data. …”
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TransNN-MHA: A Transformer-Based Model to Distinguish Real and Imaginary Motor Intent for Assistive Robotics by Tipu Sultan, Guangping Liu, Pascal Sikorski, Madi Babaiasl

“…We believe this is the first study focused on classifying real and imaginary motor actions using EEG data. We compare TransNN-MHA with Deep learning (CNN, GRU) and hybrid (CNN-Transformer, GRU-Transformer) models. …”
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MMTraP: Multi-Sensor Multi-Agent Trajectory Prediction in BEV by Sushil Sharma, Arindam Das, Ganesh Sistu, Mark Halton, Ciaran Eising

“…This method integrates camera, LiDAR, and radar data to create detailed Bird&#x0027;s-Eye-View representations of driving scenes. …”
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