Acoustic Signal-Based Deep Learning Approach and Device for Detecting Interfacial Voids in Steel–Concrete Composite Structures by Wei Tian, Hang Yuan, Xinpeng You, Hehui Zheng, Bazhou Li, Chengming Peng

“…The method based on excitation vibration acoustic signal analysis can be used as a new method for the detection of void damage in composite structures dependent on automatic inspection devices. …”
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Few-Shot Classification Study for Prototype Fusion and Completion by Yuheng Wang, Yanguo Sun, Zhenping Lan, Nan Wang, Jiansong Li, Xincheng Yang

“…Additionally, an inference testing method tailored for the prototype fusion completion network is introduced. …”
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Rootlets Hierarchical Principal Component Analysis for Revealing Nested Dependencies in Hierarchical Data by Korey P. Wylie, Jason R. Tregellas

“…To address this, the current work describes a novel rootlets hierarchical principal component analysis (hPCA). This method extends typical hPCA using multivariate statistics to construct adaptive multiway mergers and Riemannian geometry to visualize nested dependencies. …”
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Multiple Machine Learning as a Powerful Tool for Star Cluster Analysis by Denilso Camargo

“…This work proposes a multiple machine learning method (MMLM) aiming to improve the accuracy and robustness of the analysis of star clusters. …”
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A Computational Study on the Excitation Forces of Partially Submerged Propellers for High-Speed Boats by Fangshuai Wei, Yujun Liu, Ji Wang, Rui Li, Lin Pang

“…A theoretical calculation method for propeller performance was developed based on the principles of fluid dynamics relevant to water entry, leading to a computational method for determining excitation forces in this specific operational condition. …”
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Risk factors for long-term urination and sexual function impairment following laparoscopic resection of presacral lesions by Chen Lin, Zi-Yan Wang, Pei-Pei Wang, Kai-Wen Xu, Jiao-Lin Zhou, Hui-Zhong Qiu, Bin Wu

“…Methods: We conducted a retrospective review of female patients who underwent laparoscopic resection of presacral cysts between August 2012 and May 2020. …”
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Scalable AI-driven air quality forecasting and classification for public health applications by Mohammad Wasil Jalali, Bahir Saidi, Habibullah Farahmand, Mohammad Aref Rezvan Panah, Eda Nur Saruhan

“…A Django-based API and user-friendly dashboards were developed for real-time deployment and visualization. Results The TSMixer model stood out in regression tasks, achieving a high R² score of 0.9861 and a low mean squared error (MSE) of 0.0278. …”
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Versatile clinical application of radial artery perforator flap for hand and wrist reconstruction by Jovanović Mladen, Nikolić Jelena, Komarčević Aleksandar, Mijatović-Jovanović Vesna, Stojičić Milan, Bjelan Sveto

“…Tourniquet-induced exsanguination was used during surgery for better visualization. The flaps were elevated and placed at the site of the defect. …”
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Modern Trends in the Digitalization of Higher Physical Education in China by Chen RUI

“…These technologies are particularly valuable for teaching complex movements and skills that require visualization and practice in a risk-free setting. For example, VR applications used in teaching sports like skiing allow students to experience and understand movements virtually before attempting them physically. …”
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Network analysis of depressive symptoms, cognitive functioning, and life satisfaction among healthcare workers by Xiumei Hou, Yan Wang, Yang Wu, Qinge Shen, Ping Liu, Yunshuai Xu, Jicheng Dong, Yaping Wang, Yaping Wang, Min Chen, Min Chen, Jian Cui

“…The R software was used for statistical analysis and visualization of the network.ResultsThe average PHQ-9 depression score was 4.79, while the mean cognitive symptoms score was 15.38 (Our score range for all participants: PDQ-D 0 - 70; PHQ-9 0 - 27). …”
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Еxpression of cerebral endothelial NLRP3 inflammasome in viral inflammation in vitro by A. B. Salmina, E. B. Boytsova, A. V. Morgun, Yu. A. Panina, Ya. V. Gorina, N. V. Pisareva, M. Noda, I. A. Kutishcheva, G. P. Martynova

“…Visualization was performed by confocal laser microscopy microscope Olympus FV10i (Olympus, Japan).Results. …”
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DIAGNOSTIC VALUE OF ULTRASOUND COLOR DOPPLER MAPPING IN EARLY DETECTION OF BREAST CANCER by E. A. Busko, V. V. Semiglazov, A. V. Mishchenko, A. S. Shishova, V. O. Smirnova, E. V. Kostromina, A. V. Chernaya, A. S. Artemieva, P. V. Kryvorotko

“…The purpose of the study was to evaluate the diagnostic value of cDM in determining the type of vascularization of malignant and benign breast tumors, as well as to detect their statistically significant Doppler characteristics by comparing with histological findings. material and methods. From 2017 to 2019, a total of 277 women with complaints of breast lump or pain underwent ultrasound examination using cDM. …”
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One size doesn’t fit all: regional dynamics in pediatric emergency visits during the SARS-CoV-2 pandemic by Michelle Seiler, Gregory Biland, Oliver Gruebner, Oliver Gruebner, Sergio Manzano, Gianluca Gualco, Marc Sidler, Ursula Laasner, Julia Dratva, Julia Dratva, Michael von Rhein

“…Despite uniform national regulations, utilization patterns varied across language regions, suggesting multifactorial influences. Geographic visualization provided insights into catchment area changes, offering a valuable tool for healthcare planning. …”
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A dual-reporter LDLR system integrating fluorescence and luminescence for understanding LDLR regulation and facilitating drug discovery by Peng Jiao, Peng Jiao, Peng Jiao, Peng Jiao, Na Yang, Na Yang, Qianfeng Jia, Baozhen Fan, Ke Feng, Ke Feng, Jian Yu, Shengtian Zhao, Shengtian Zhao, Shengtian Zhao

“…The dual-reporter system allows real-time visualization of LDLR expression via EGFP fluorescence and quantitative assessment through secreted Gluc activity. …”
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Harnessing artificial intelligence to revolutionize vocational education: Emerging trends, challenges, and contributions to SDGs 2030 by Febri Prasetya, Aprilla Fortuna, Agariadne Dwinggo Samala, Dinda Khaira Latifa, Welli Andriani, Utari Akhir Gusti, Muhammad Raihan, Santiago Criollo-C, Deniz Kaya, Juan Luis Cabanillas García

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Integrated analyses and a novel nomogram for the prediction of significant fibrosis in patients by Mengxin Lu, Shuai Tao, Xinyan Li, Qunling Yang, Cong Du, Weijia Lin, Shuangshuang Sun, Conglin Zhao, Neng Wang, Qiankun Hu, Yuxian Huang, Qiang Li, Yi Zhang, Liang Chen

“…Introduction and Objectives: This study aimed to explore the key genes involved in the pathophysiological process of liver fibrosis and develop a novel predictive model for noninvasive assessment of significant liver fibrosis patients. Patients and Methods: Differentially expressed genes (DEGs) were identified using the Limma package. …”
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Global, Regional and National Burden of Low Back Pain in Adolescents Aged 10–19 years, 1990–2021: A Systematic Analysis of the Global Burden of Disease Study 20... by Wang S, Zhang S, Li M, Chen S, Chen Y, Song Y, Zhang X

“…Data analysis and visualization were performed using the R software (version 4.2.2).Results: In 2021, global 10– 19 years old had 38,476,826 (95% UI, 29,229,615– 49,665,830) incident LBP cases, 19,234,452 (95% UI, 14,487,990– 24,798,451) prevalent cases, and 4,205,995 (95% UI, 2,713,716– 5,947,074) total YLDs. …”
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Clinician Perspectives of a Magnetic Resonance Imaging–Based 3D Volumetric Analysis Tool for Neurofibromatosis Type 2–Related Schwannomatosis: Qualitative Pilot Study by Shelby T Desroches, Alice Huang, Rithvik Ghankot, Steven M Tommasini, Daniel H Wiznia, Frank D Buono

“…ObjectiveThe objective of the study was to survey and interview clinicians treating neurofibromatosis type 2–related schwannomatosis to understand their views on current 2D analysis and to gather insights for the design of an artificial intelligence–driven 3D volumetric analysis tool. MethodsInterviews examined for the following themes: (1) shortcomings of the currently used linear analysis, (2) utility of 3D visualizations, (3) features of an interactive 3D modeling software, and (4) lack of a gold standard to assess the accuracy of 3D volumetric analysis. …”
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Research hotspots and trends on NF-κB in cognitive impairment: a bibliometric analysis by Lin Bai, Lin Bai, Fangyuan Xu, Peijia Hu, Peijia Hu, Zhiqiang Shen, Zhiqiang Shen, Su Xingxing, Su Xingxing, Qingqing Wang, Qingqing Wang, Hongliang Cheng, Hongliang Cheng

“…Gut microbiota and ketogenic diet also play an important role in NF-κB in CI.ConclusionThis bibliometric analysis and visualization using VOSviewer and CiteSpace revealed that the role of NF-κB in CI has become a research hotspot. …”
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Use of Robotic Surgery for the Management of Orbital Diseases: A Comprehensive Review by Riccardo Nocini, Lorenzo Marini, Luca Michelutti, Chiara Zilio, Stefania Troise, Salvatore Sembronio, Giovanni Dell’Aversana Orabona, Massimo Robiony, Alessandro Tel

“…This review explores the use of robotic surgery in orbital pathology, focusing on its applications, benefits, and limitations. <i>Materials and Methods</i>: A cross-sectional search method was performed in multiple databases to answer the following question: “What are the applications of robotic surgery in the management of orbital pathologies?” …”
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