Mirror therapy in the neuroadaptive training paradigm in rehabilitation and potential mechanisms of neural remodeling: a 20-year bibliometrics analysis by Yinkai Wang, Chong Guan, Haozheng Li, Haozheng Li, Bokai Wei, Xiuqin Lv, Guohui Yang, Qian Yang, Chao Geng, Jingying Gao, Zixuan Yu, Tianbao Sun

“…This study uses bibliometric methods to analyze the research trends of Mirror Therapy, aiming to fill the current research gap and provide valuable insights and suggestions for future research.MethodsPublications related to mirror therapy from 2004 to 2024 were retrieved from the Web of Science Core Collection database. Data visualization and analysis were performed using CiteSpace, VOSviewer, and Scimago Graphica.ResultsWe included 728 papers in the analysis and noted an increasing trend in annual publication volume. …”
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Impact of digitalized-education upon sustainable education and practice: A systematic review and meta-analysis of literature based on pre-intra-and-post pandemic and rural educatio... by Kingsley Okoye, Esmeralda Campos, Amit Das, Varsha Chakraborty, Mahuya Ghosh, Amlan Chakrabarti, Samira Hosseini

“…This was done using methods such as Concept mapping and Text mining by leveraging data visualization and analytics tools: VOSviewer, Tableau, and R Statistics software. …”
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Being there: scientific saturation and technical diving with in situ instrumentation in an internal surf zone reveal driving physical dynamics of coral reefs by James J. Leichter, Stephen R. Wing, M. Dale Stokes, Salvatore J. Genovese

“…Technological advances in autonomous sensors, microprocessors, and memory allowed for continuous, distributed, and high-resolution environmental sampling and 3D data visualization over time. Our work was enabled by enriched oxygen (nitrox) and helium-oxygen (trimix) technical diving, as well as saturation diving supported by the U.S. …”
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A pipeline for processing hyperspectral images, with a case of melanin-containing barley grains as an example by I. D. Busov, M. A. Genaev, E. G. Komyshev, V. S. Koval, T. E. Zykova, A. Y. Glagoleva, D. A. Afonnikov

“…The pipeline was applied to identify melanin pigment in the shell of barley grains based on hyperspectral data. Visualization based on PCA, UMAP and ISOMAP methods, as well as the use of clustering algorithms, showed that a linear separation of grain samples with and without pigmentation could be performed with high accuracy based on hyperspectral data. …”
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The role of astrocytes in Alzheimer’s disease: a bibliometric analysis by Xiaoqiong An, Jun He, Jun He, Bin Bi, Gang Wu, Jianwei Xu, Jianwei Xu, Wenfeng Yu, Wenfeng Yu, Zhenkui Ren

“…We identified 5,252 relevant English articles and reviews. For data visualization and analysis, we used VOSviewer, CiteSpace, and the R package “bibliometrix,” examining collaboration networks, co-citation networks, keyword co-occurrence, and thematic evolution.ResultsBetween 2000 and 2024, 5,252 publications were identified, including 4,125 original research articles and 1,127 review articles. …”
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Enhancing physician scientists’ skills in Geographic Information Systems: insights from an interactive workshop by Muktar H. Aliyu, Ibraheem M. Karaye, Chelsea van Wyk, Aishatu L. Adamu, Fatimah I. Tsiga-Ahmed, Hafsah B. El Yakubu, Rukayya S. Alkassim, Baba M. Musa, Mahmoud U. Sani, C. William Wester

“…Thirty-three participants were trained in core GIS competencies, including software selection, data visualization and spatial analysis using Quantum GIS (QGIS). …”
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Cerebellar lipid dysregulation in SCA3: A comparative study in patients and mice by Alexandra F. Putka, Varshasnata Mohanty, Stephanie M. Cologna, Hayley S. McLoughlin

“…In contrast, Atxn3-Knock-out mice showed mild lipid upregulation, emphasizing a toxic gain-of-function mechanism underlying lipid downregulation in SCA3.We conclude that lipids are significantly altered in SCA3 and establish a platform for continued exploration of lipids in disease through interactive data visualization websites. Pronounced reductions in myelin-enriched lipids suggest that lipid dysregulation could underlie white matter atrophy in SCA3. …”
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Monitoring of urinary microbiota and uropathogens' antibiotic resistance in one urological hospital by Yu. L. Naboka, A. K. Alkina, M. I. Kogan, I. A. Gudima, Kh. S. Ibishev, K. T. Jalagoniya, M. L. Chernitskaya

“…Statistical analysis was performed in the statistical processing and data visualization environment «R ver 3.2» («R Foundation for Statistical Computing», Vienna, Austria).Results. …”
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Modeling of concrete-filled PVC tube columns confined with CFRP strips under uniaxial eccentric compression: machine learning and finite element approaches by Yan Wang, Mohamed A. Elmeligy, Haytham F. Isleem, Asmaa Y. Hamed, Diyar N. Qader, Mohamed Sharaf, Pradeep Jangir, Arpita, Ghanshyam G. Tejani

“…Various performance metrics, data visualization techniques, SHAP analysis, sensitivity analysis, and error characteristic curves were used to evaluate the prediction performance and analyze the impact of input parameters. …”
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User-centered design approach to visualize PROMs for molecular tumor boards by Sara Bäcker, Brita Sedlmayr, Miriam Goldammer, Katharina Schuler, Maria Zerlik, Cosima Strantz, Philipp Unberath, Linda Gräßel, Martin Sedlmayr, Markus Wolfien

“…Abstract Integrating Patient-Reported Outcome Measures (PROMs) into Molecular Tumor Boards (MTBs) remains challenging due to the complexity of data visualization and integration into clinical workflows. …”
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Dynamic role of gastric stem cells and chief cells in precancerous lesions of gastric cancer: global knowledge mapping and emerging trends based on bibliometric analysis from 2004... by Chen Wang, Lijie Zhou, Yangang Wang, Yangang Wang

“…This study aimed to elucidate the roles of GSCs and chief cells in maintaining gastric epithelial integrity, their contributions to the development of precancerous lesions, and the molecular mechanisms that regulate their behavior during disease progression.MethodsThe study integrated bibliometric analysis, pathfinding, and data visualization using tools such as CiteSpace, VOSviewer, and R software. …”
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Stereopy: modeling comparative and spatiotemporal cellular heterogeneity via multi-sample spatial transcriptomics by Shuangsang Fang, Mengyang Xu, Lei Cao, Xiaobin Liu, Marija Bezulj, Liwei Tan, Zhiyuan Yuan, Yao Li, Tianyi Xia, Longyu Guo, Vladimir Kovacevic, Junhou Hui, Lidong Guo, Chao Liu, Mengnan Cheng, Li’ang Lin, Zhenbin Wen, Bojana Josic, Nikola Milicevic, Ping Qiu, Qin Lu, Yumei Li, Leying Wang, Luni Hu, Chao Zhang, Qiang Kang, Fengzhen Chen, Ziqing Deng, Junhua Li, Mei Li, Shengkang Li, Yi Zhao, Guangyi Fan, Yong Zhang, Ao Chen, Yuxiang Li, Xun Xu

“…Here, we present Stereopy, a flexible framework for modeling and dissecting comparative and spatiotemporal patterns in multi-sample spatial transcriptomics with interactive data visualization. To optimize this framework, we devise a universal container, a scope controller, and an integrative transformer tailored for multi-sample multimodal data storage, management, and processing. …”
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Perancangan User Experience Aplikasi Bimbingan Akademik Mahasiswa FILKOM Menggunakan Metode Human-Centered Design by Farassulthana Azzahra Willary Yaasiin, Herman Tolle, Hanifah Muslimah Az-Zahra

“…The data-based evaluation process will be easier to do if you use a system or application that has the appropriate data visualization. For this reason, it is necessary to design the user experience of the PA Guidance application so that it can be a reference in the development of the system later. …”
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A comprehensive IoT cloud-based wind station ready for real-time measurements and artificial intelligence integration by Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias

“…The responsive and auto-adaptive web application allows user-friendly data visualization, making the wind data easily accessible and interpretable. …”
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Cluster advantages in the state management of the financial resources of the agricultural sector in the Sakha (Yakutia) Republic by T. S. Rotar

“…Table methods of qualitative data visualization and statistical methods of social and economic phenomena and processes were used as a range of statistical tools in the research. …”
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Integrating geographic information systems into veterinary education within the one health framework: an interdisciplinary approach by Antonio Contreras, Víctor Cuevas, Jorge Rivera-Gomis, Jorge Rivera-Gomis, Antonio Sánchez, Pelayo Acevedo, Joaquin Vicente

“…The exercises support data visualization, geospatial analysis, and the generation of online outputs. …”
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Python scripts for web scraping metadata from descriptions of the international scenario of research data repositories by Alexandre Ribas Semeler, Arthur Longoni Oliveira, Fabiana Andrade Pereira, Policarpo Matiquite

“…Methods: The process requires applying knowledge inherent to the techniques and technologies used for descriptive data analysis, information retrieval, manipulation, analysis, and data visualization. Consequently, three scripts in Python 3.11 are provided for collecting metadata from re3data and scripts and converting the metadata to enable visualization in software such as VOSviewer, a dataset with metadata descriptions of repositories and conversions for visualization of networks. …”
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Healthcare-seeking pathway and delay analysis of rifampicin-resistant tuberculosis patient in Southwestern China by Yunbin Yang, Zichao Li, Liangli Liu, Jinou Chen, Ling Li, Rui Yang, Xing Yang, Lianyong Chen, Haohao Ru, Lin Xu

“…Sankey diagram, box plot and a heat map were used for data visualization. Results Sankey diagrams revealed 7 distinct diagnostic pathways, with 49.4% diagnosed after one health facility visit. …”
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Timing in Klezmer Performance by Yonatan Malin

“…Methodologies include close listening, transcription, score annotation, timing measurements using Sonic Visualiser, and customized forms of data visualization. Pedagogical materials, discussions with leading musicians, and information from workshops and lessons show how contemporary musicians understand and teach the timing features documented here. …”
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A web-based platform for optimizing healthcare resource allocation and workload management using agile methodology and WISN theory by Akash Gajanan Prabhune, P S Karpaga Priya, Rohit Chandra, Ankur Thakur, Viany R Srihari, Sachin S Bhat

“…Conclusion PRAYOJN modernizes and enhances WISN-based workforce planning by automating workload calculations, improving data visualization, and supporting real-time decision-making. …”
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