Trends in enhanced recovery after surgery (ERAS) in thoracic surgery from a bibliometric insight by Yafeng Liu, Tianze Zhang, Tong Gao, Guanghua Li, Guangquan Xu

“…Microsoft Excel 2019, R software (version 4.1.0), the Bibliometric Online Analysis Platform, VOSviewer (version 1.6.18), and Citespace (version 6.3.R1) were utilized for statistical analysis, bibliometric evaluation, and data visualization. Results A total of 617 publications were retrieved over the past decade. …”
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iDOM: Statistical analysis of dissolved organic matter characterized by high‐resolution mass spectrometry by Fanfan Meng, Ang Hu, Kyoung‐Soon Jang, Jianjun Wang

“…However, it is still challenging in statistical analyses, data visualization, and theoretical interpretations largely due to the complexity of molecular composition and underlying ecological mechanisms. …”
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Navigating the landscape of AI literacy education: insights from a decade of research (2014–2024) by Yuqin Yang, Ying Zhang, Daner Sun, Wenmeng He, Yantao Wei

“…This study addresses that gap by mapping the current landscape, tracing its evolution, and identifying key themes through a bibliometric analysis of research from 2014 to 2024, utilizing CiteSpace for data visualization and analysis. This study systematically selected 335 relevant articles from databases, including Web of Science Core Collection, Scopus, and Science Direct, following PRISMA guidelines. …”
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Instrumentation System for Monitoring of Soil Variables in Precision Agriculture Applications by Diana Rueda-Delgado, Fredy Cuellar-Torres, Damian Martinez, Margarita Sofia Narducci

“…Results showed that for the Kriging technique, MAE (mean absolute error) and RMSE (root-mean-square error) values were lower, confirming that this method is adequate for extrapolation and soil data visualization.…”
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Advances, hotspots, and trends in restorative environment research over the past 30 years: a bibliometric analysis based on the WoS database by Zihan Yang, Zhigang Tu, Zhongshan Huang

“…This study presents a comprehensive bibliometric analysis of 919 publications on restorative environment research, spanning from 1993 to 2024, utilizing VOSviewer and CiteSpace for data visualization, based on the Web of Science database. …”
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You Only Attack Once: Single-Step DeepFool Algorithm by Jun Li, Yanwei Xu, Yaocun Hu, Yongyong Ma, Xin Yin

“…Furthermore, we performed data visualization on the ImageNet dataset, demonstrating that the proposed algorithm focuses more on attacking important features. …”
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Time series changes and influencing factors of fractional vegetation coverage under weed competition in wheat field ecosystems through remote sensing by Guofeng Yang, Yong He, Zhenjiang Zhou, Lingzhen Ye, Hui Fang, Xuping Feng

“…The Transformer-based PoolFormer model outperformed convolutional neural networks, achieving a two-year average mIoU of 93.1% using full-band multispectral data. Visualization confirmed the ability of PoolFormer to track FVC changes over time. …”
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Beyond the outbreak: a review of big data analytics in proactive infectious disease prevention for risk mitigation for COVID-19 by Nurun Nuha, Sakinah Ali Pitchay, Azni Haslizan Ab Halim, Murtadha Arif Bin Sahbudin, Ilfita Sahbudin

“…The COVID-19 pandemic exposed critical limitations in traditional disease tracking systems, such as the lack of integrated data visualization, co-monitoring, and real-time analytics, leading to delayed and often ineffective public health responses. …”
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Thermal Footprint of the Urbanization Process: Analyzing the Heat Effects of the Urbanization Index (UI) on the Local Climate Zone (LCZ) and Land Surface Temperature (LST) over Two... by Nadia Falah, Jaime Solis-Guzman, Nahid Falah

“…A comprehensive methodology that integrates statistical analysis, data visualization, machine learning, and advanced techniques, such as remote sensing technology and geospatial analysis systems, is employed. …”
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Rehabilitation & Sports Medicine by Winkert K, Kirsten J

“…Before the final data interpretation is performed, e.g. ventilatory threshold or maximum oxygen consumption (VO2max) or VO2peak determination, again a plausibility check should be performed and the patients effort whether or not maximal should be determined.Consequently, a standard operating procedure for quality assurance and control, including an intuitive data visualization with thresholds for pass, fail or outliers and trends of concerns should be specifically defined, taught, and implemented in each facility.Key Words: CPET, Exercise Testing, Physical Fitness…”
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Evaluation of the predictors of tooth loss using artificial intelligence-based machine learning approach: A retrospective study by Amit Rajabhau Pawar, Sankari Malaiappan, Pradeep Kumar Yadalam, P R Ganesh

“…The free and open-source data visualization and machine learning platform offers user-friendly visual programming for predictive modeling and data analysis. …”
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Opportunity, Challenges and Approaches of Multivariate Diversity Analysis for Quantitative Traits of Pulse Crops: A Review by Nuru Seid TEHULIE, Fikru MEKONNEN, Agegnehu MEKONNEN, Ahmed HASSEN, Semira EBRAHIM, Solomon ABEBE

“…R software is a valuable tool in statistical analysis and data visualization, thanks to its adaptability. The findings from these analyses can inform various breeding strategies, including transgressive breeding, heterosis breeding, and the introduction of foreign genes to enhance specific traits.…”
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Revolutionizing Training in Continuing Engineering Education: An Experimental Proposal Using the Multi-Sensory Virtual Decision-Making Center by Jose Daniel Azofeifa, Valentina Rueda-Castro, Luis Jose Gonzalez-Gomez, Julieta Noguez, Patricia Caratozzolo

“…The MVDC creates collaborative and immersive virtual environments, enabling real-time participation and decision-making with a greater sense of presence and complete data visualization. The proposed experiment compares the effectiveness of MVDC sessions with traditional video call sessions in developing CEE courses. …”
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An open-source workflow for identifying hydrodynamic water quality events in rivers by continuous water quality monitoring and time-series data processing using R and US EPA CANARY by L. Cronin, C.M. Taylor, C. Briciu Burghina, F.E. Lucy, F. Regan

“…. • Concise, reproducible, open-source workflow detailing the use of R, R markdown and US EPA CANARY software for data import, data cleaning, data visualization, data integrity, along with site-specific CANARY event system configuration for the detection of potential water quality events.Results for two monitoring stations on different rivers show CANARY successfully identified 100 % (n 47) and 97 % (n 39) of the manually identified turbidity events.…”
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Integrating Digital Twins of Engineering Labs into Multi-User Virtual Reality Environments by Nicolás Norambuena, Julio Ortega, Felipe Muñoz-La Rivera, Mario Covarrubias, José Luis Valín Rivera, Emanuel Ramírez, Cristóbal Ignacio Galleguillos Ketterer

“…Additionally, the use of real-time data visualization and digital twins provides a safer, more interactive, and efficient alternative to traditional laboratory practices, overcoming constraints like time limitations and equipment availability. …”
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Efficient Multi-Material Volume Rendering for Realistic Visualization with Complex Transfer Functions by Chunxiao Xu, Xinran Xu, Jiatian Zhang, Yiheng Cao, Lingxiao Zhao

“…Physically based realistic direct volume rendering (DVR) is a critical area of research in scientific data visualization. The prevailing realistic DVR methods are primarily rooted in outdated theories of participating media rendering and often lack comprehensive analyses of their applicability to realistic DVR scenarios. …”
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Development of Pavement Condition Index and Roughness Index Relationship for Optimal Pavement Maintenance Strategies: A Case Study of Johnstone Road. by Bogere, David

“…Using statistical analysis and data visualization techniques, a significant correlation was found between PCI and RI, with a coefficient of determination (R²) value of 0.47 means that about 47% of the variation in PCI can be explained by the IRI values using this model. …”
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Analysis of the relationship between traditional sports integration in the digital age: bridging cultural preservation and modern innovation in Inland Papua by Syamsudin Syamsudin, Heny Setyawati, Agus Kristiyanto, Harry Pramono, Carolus Wasa, Thadius Yambedoan

“…Data were obtained from the Scopus database for the period 2010–2025, using four main keywords: Preservation of Sports Culture (120 documents), Integration of Digital Technology in Sport (185 documents), Younger Generation Interest in Sport (51 documents), and Social Impact of Sport (1,228 documents). Data visualization was carried out using VOSviewer, while in-depth analysis utilized the SEM-PLS method using SmartPLS 4. …”
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The rising interest of primary cilia in central nervous system malignancies: A bibliometric and altmetric analysis revealing the growth of a field by Erin N. Walker, Maame Obeng, Christian Kaculini, Megan L. Springer, Zara Shamim, Desmond A. Brown

“…Bibliometric and altmetric analyses, data cleanup, and data visualization were conducted using InCites, Altmetric Explorer and VOSviewer. …”
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Development of an automated quality control and assay performance management system for biochemical genetics laboratory by P. Tanpaiboon, D. Salazar, M. Pan, L. Xu, R. Sharma

“…The program's functions include automated collection and assay data analysis, Levey-Jennings charts with integrated data from multiple instruments, graphical data visualization, instrument data centralization, assay monitoring, and a QC audit trail. …”
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