Efficacy of acupuncture on lower limb motor dysfunction following stroke: A systematic review and meta-analysis of randomized controlled trials. by Peng Chen, Xing Jin, Debiao Yu, Xiaoting Chen, Yaoyu Lin, Fuchun Wu, Bin Shao

“…Two researchers conducted independent literature screening, data extraction, and quality assessment in accordance with Cochrane Collaboration network's standards. …”
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Unveiling the intricacies of cardiac valve pathophysiology by Johannes H. Jedrzejczyk, Johannes H. Jedrzejczyk, Oline Hjertensgaard, Oline Hjertensgaard, Victor G. Puelles, Victor G. Puelles, Victor G. Puelles, J. Michael Hasenkam, J. Michael Hasenkam

“…However, we hypothesise that their structure and function are complex. Therefore, we have reviewed the available literature to gain a profound understanding of their cellular composition and (patho)physiological behaviour.MethodsA systematic search for articles related to the anatomy, histology, and physiology of heart valves was conducted using PubMed and Google Scholar, as well as a manual search of journals and websites. …”
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Clinical XLNet-based End-to-End Knowledge Discovery on Clinical Text Data using Natural Language Processing by Naveen S. Pagad, Pradeep Nijalingappa, Tulika Chakrabarti, Prasun Chakrabarti, Pugazhenthan Thangaraju

“…Tests have been conducted using the N2C2 corpus, and the proposed methodology achieves a greater than 20% improvement in accuracy over existing neural network-based and transformer-based methods.…”
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Research and Application of a Multitarget Detection Algorithm Based on Improved YOLOv8 for Indoor Objects by Yanzhen Wang, Wei Wang, Xiaolong Zhou, Xubin Dong, Jianyong Li, Qi Zhao, Xinyu Yang, Yao Wang

“…First, the GAM global attention mechanism is embedded in the backbone network of YOLOv8 to improve the sensitivity of the backbone network to the important feature information and reduce the attention to the irrelevant features, and it is determined that the GAM global attention mechanism will be embedded in the backbone network of YOLOv8 after comparing and analyzing the GAM with the attention mechanisms of CBAM, SE, and ECA; second, at the neck layer, the original PAN-FPN network structure is replaced with the BiFPN structure at the neck layer to realize bidirectional cross-scale connectivity and weighted feature fusion. …”
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A deep learning-orchestrated garlic routing architecture for secure telesurgery operations in healthcare 4.0 by Kavit Shah, Nilesh Kumar Jadav, Rajesh Gupta, Sucheta Gupta, Sudeep Tanwar, Joel J.P.C. Rodrigues, Fayez Alqahtani, Amr Tolba

“…The proposed architecture is evaluated using different evaluation metrics, such as statistical analysis (training accuracy, training loss, optimizer performance, activation function performance), data compromisation rate (0.346), network throughput (1.44 Mbps), error rate, and latency comparison.…”
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Research on Underwater Target Detection Technology Based on SMV-YOLOv11n by Dongcheng Liao, Yijun Shen, Jinyu Ou, Yanlian Du

“…Furthermore, the WIoUv3 loss function replaces the CIoU loss function to enhance the model’s robustness against spatial transformations and scale variations. …”
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Stability and Optimal Control Analysis for a Fractional-Order Industrial Virus-Propagation Model Based on SCADA System by Luping Huang, Dapeng Gao, Shiqiang Feng, Jindong Li

“…The increasing reliance on and remote accessibility of automated industrial systems have shifted SCADA networks from being strictly isolated to becoming highly interconnected systems. …”
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CircCENPM serves as a CeRNA to aggravate nasopharyngeal carcinoma metastasis and stemness via enhancing BMI1 by Rui Wang, Fei Wang

“…Luciferase reporter assay was executed to check the binding relationship between these genes. Cell function tests were conducted using CCK-8, would healing, and flow cytometry. …”
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The effect of different initial solutions on the metaheuristic algorithms for the single allocation p-hub center and routing problem by Abdul Kader Kassoumeh, Zühal Kartal, Ahmet Arslan

“…Several experiments have been conducted on the Turkish network, and upon examining the results, it has been observed that each initial solution generation strategy provides improvements in problem instances with specific characteristics, such as the number of vehicles and nodes. …”
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GlycoIP: an integrated platform for simultaneous and site-specific N/O-glycosylation analysis of human semen by Gaoshu Yan, Fei Cai, Keliang Wu, Qingyuan Cheng, Yong Zhang, Lin Fan

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Fault Diagnosis Method for Main Pump Motor Shielding Sleeve Based on Attention Mechanism and Multi-Source Data Fusion by Nengqing Liu, Xuewei Xiang, Hui Li, Zhi Chen, Peng Jiang

“…Finally, the BP algorithm and the cross-entropy loss function are used to conduct fault diagnosis and classification on the fused features to complete the fault diagnosis of the shielding sleeve failure. …”
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Identification of potential pathogenic genes associated with the comorbidity of rheumatoid arthritis and renal fibrosis using bioinformatics and machine learning by Jiao Qiu, Yalin Xu, Luyuan Tong, Xingchun Yang, Xiao Wu

“…Gene set enrichment analysis (GSEA) clarified the potential biological pathways through which BIRC3 and PSMB9 might function in RF. The constructed miRNA-TF-mRNA regulatory network provided a comprehensive overview of the post-transcriptional and transcriptional regulatory mechanisms. …”
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A Fast Overlapping Community Detection Algorithm with Self-Correcting Ability by Laizhong Cui, Lei Qin, Nan Lu

“…Finally, we conduct the experiments on three networks with well known community structures and the results verify the feasibility and effectiveness of our algorithm.…”
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A genome-wide association study in chronic obstructive pulmonary disease (COPD): identification of two major susceptibility loci. by Sreekumar G Pillai, Dongliang Ge, Guohua Zhu, Xiangyang Kong, Kevin V Shianna, Anna C Need, Sheng Feng, Craig P Hersh, Per Bakke, Amund Gulsvik, Andreas Ruppert, Karin C Lødrup Carlsen, Allen Roses, Wayne Anderson, Stephen I Rennard, David A Lomas, Edwin K Silverman, David B Goldstein, ICGN Investigators

“…Family-based association analyses were conducted for a diagnosis of COPD and lung function in the family populations. …”
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High-temperature insulating polyimide aerogels with a hierarchical porous hyper-cross-linked structure derived from aqueous polymerization of mesostructured silica-grafted Poly(ami... by Jae Hui Park, Seeun Jang, Young Nam Kim, Jaewon Choi, Hyeonuk Yeo, Ki-Ho Nam

“…Herein, we propose a facile, green, and scalable method for fabricating freeze-dried PI aerogels via the aqueous polymerization of amino-functionalized mesoporous silica-grafted poly(amic acid) salts (PAAS-g-AMS). …”
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Community structure and diversity of soil nematodes in different slope directions of wild cherry plum forests in Xinjiang, China by CAO Jing, CUI Dong, JIANG Zhicheng, YAN Jiangchao, WU Yunhao, LIU Junqi, GUO Jinfeng, HAN Yaxin, HAN Shutong

“…From the nematode symbiotic network, there were differences in the collinear network of soil nematodes in different slope orientations. …”
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Motion-generation system for violin-playing robot using reinforcement learning differences in bowing parameters due to changes in learning conditions and sound pressure values by Kenzo Horigome, Koji Shibuya

“…In addition, we utilized a neural network to approximate the value function. Our system uses a musical score that incorporates the sound pressure value of each note to determine the bowing speed and direction. …”
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Effectiveness of exercise therapy in patients with knee osteoarthritis: an overview of systematic reviews by Daisuke Sasaki, Takashi Kitagawa, Yuichi Isaji, Kunihiro Onishi, Masateru Hayashi, Wataru Okuyama

“…Due to heterogeneity in outcome measures across systematic reviews, meta-analysis was not conducted. Effectiveness was defined as any reported beneficial outcome of exercise therapy on predefined outcomes, including quality of life, physical function, pain or adverse events.Results 58 systematic reviews were selected. …”
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A systematic literature review of optimal placement of fast charging station by Jimmy Trio Putra, M. Isnaeni Bambang Setyonegoro, Taco Niet, Sarjiya

“…Support for the electrification of the transportation sector has encouraged researchers to investigate the optimal placement of fast charging stations (FCS). In this study, we conducted a systematic literature review of 84 primary studies between 2019 and 2024 by identifying objective function and solution techniques, uncertainty, stakeholders, and network classification. …”
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The role of astrocytes from synaptic to non-synaptic plasticity by Rafael Sanz-Gálvez, Rafael Sanz-Gálvez, Dominic Falardeau, Dominic Falardeau, Arlette Kolta, Arlette Kolta, Arlette Kolta, Yanis Inglebert, Yanis Inglebert

“…Astrocytes maintain a close bidirectional communication with neurons to modify neuronal network excitability, transmission, axonal conduction, and plasticity through various mechanisms including the release of gliotransmitters or local ion homeostasis. …”
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