A machine learning-based approach for precision risk stratification and multifactorial analysis of needlestick injuries in oral and maxillofacial surgery nursing by Xiulan Deng, Jiayang Han, Linlin Yin, Yongzhi Pang, Qingbin Han, Lu Zhao, Wenlei Liu, Qing Li

“…Conclusions These findings underscore the urgent need for data-driven, targeted interventions to improve the surgical environment, optimize instrument management, and enhance patient cooperation, providing a robust framework for reducing needlestick injuries in oral and maxillofacial surgical care. …”
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Crop Monitoring System Using IoT, Solar Energy and Decision Tree Algorithm by Ricardo Yauri, Luis Cuyubamba, Stefano Nuñez

“…The development methodology includes the evaluation of the use of sensors to measure environmental and soil temperature and humidity, precipitation and hydrogen potential to help identify the health status of crops using machine learning algorithms (decision trees) and transmit the information to a Blynk real-time visualization server. The system components include a device based on an ESP32 module operating in low-power mode, a solar power stage, a data management stage with Blynk with Wi-Fi communication. …”
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Enhanced Real-Time Simulation of ROV Attitude and Trajectory Under Ocean Current and Wake Disturbances by Yujing Zhao, Shipeng Xu, Xiaoben Zheng, Lisha Luo, Boyan Xu, Chunru Xiong

“…Additionally, the visualization capabilities of current simulation systems still have room for improvement. …”
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Predictive Modeling of Functional and Physical Properties of Extrusion Cooked Ready-To-Eat Corn Meal by Adeyemi Adio Aderele, Adewumi Babatunde, Adeniyi Olayanju, Adekojo Waheed

“…Design Expert 13 and MATLAB 2020b were used respectively for data analysis and visualization. The main, interaction and quadratic effects of SS, BT, FR, and MC were evaluated on WAI, WSI, BD and ER. …”
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Research hotspots and trends of immunotherapy and melanoma: A bibliometric analysis during 2014–2024 by Zixuan Jia, Youao Zhang, Luyan Cao, Jieyan Wang, Hui Liang

“…In this study, we used the Web of Science Core Collection to collect papers on immunotherapy and melanoma published between 2014 and 2024. With Excel and visualization tools like VOSviewer, COOC 13.2, Citespace, and Bibliometrix (R-Tool of R-Studio), we analyzed the data to spot trends and new focuses in the research. …”
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Article RETRACTED due to manipulation by the authors The role of sport psychology in improving the performance of badminton athletes: a systematic review by Bafirman Bafirman, Rezha Arzhan Hidayat, Muhamad Ichsan Sabillah, Dally Rahman, Fiky Zarya, Yovhandra Ockta, Rifqi Festiawan

“…Specific inclusion criteria were applied to select studies that explicitly addressed the effect of psychological interventions on the performance of badminton athletes. Data analysis was conducted qualitatively to synthesize findings from the literature chosen. …”
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Comparing AI-assisted and traditional tactical instruction: A crossover experimental study among male college students by Chenglong Miao, Shuai Zhang, Keyi Liu

“…The experiment consisted of two phases, with a two-week washout period implemented to control for order effects. All data were analyzed using paired-sample and independent-sample t-tests. …”
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Physicochemical Factors Influencing . Contamination in Kathmandu Valley Ponds: Public Health and Environmental Implications by Niteesh Pokharel, Prajina Neupane, Ayushma Karki, Reshma Thapa, Surendra K. Pradhan

“…Logistic regression revealed a significant association of COD and temperature ( P -values 0.001 and 0.023 respectively) with E. coli presence. A 3D visualization of the data further supports the association and illustrates these relationships, COD having a greater impact. …”
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A bibliometric analysis of smallholder farmers’ climate change adaptation challenges: a SADC region outlook by Dumisani Shoko Kori, Walter Musakwa, Clare Kelso

“…Web of Science was the main data source. A total of 41 articles were retained for analysis and exported into Visualization of Similarities Viewer Software where the development of research on the subject, co-occurrence of keywords analysis, top publishers, citations and total link strength was done. …”
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An analytical approach to assessing the spatial equity and allocation of healthcare resources in Shanghai by Hong-Yan Li, Jing Guo, Chuang-Hao Yang

“…By utilizing GIS's statistical analysis and data visualization functions, this study provides a more efficient and intuitive analysis of Shanghai's spatial healthcare resource allocation and a more comprehensive assessment of its current allocation status. …”
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MINDFULNESS COUNSELING IN STABILIZING MOOD REGULATION IN BIPOLAR CLIENTS: A CASE STUDY IN AN ISLAMIC HIGHER EDUCATION SETTING by Muhamad Rozikan, Aprilian Ria Adisti, Muhammad Istiqlal

“…These sessions integrated core mindfulness techniques, including body scanning, breath awareness, mindfulness meditation, and guided visualization. Data were collected through in-depth interviews, direct observations, and participant self-reports using mood-tracking journals. …”
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Development of an Automated Management System for Agricultural Technologies in Horticulture by D. O. Khort, A. I. Kutyrev, I. G. Smirnov, I. V. Voronkov

“…The web application used the Model View Controller design pattern, and Bootstrap as the css framework. Data visualization from the database was carried out using cloud technology, placing the site using a set of Internet Information Services. …”
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Construction of inherent geometric pattern for equal-area hexagonal discrete global grid systems by Fuli Luo, Tengfei Cui, Lei Wang, Zheng Wang, Shupeng Gao, Li Han

“…Discrete Global Grid Systems (DGGSs) are hierarchical frameworks that provide seamless global coverage and enable the efficient processing and analysis of heterogeneous geospatial data. As cell resolution becomes finer, similarities in cell attributes, such as cell size and shape, increase. …”
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Sentiment Analysis of Suicide on X Using Support Vector Machine and Naive Bayes Classifier Algorithms by M. Fariz Fadillah Mardianto, Bagas Shata Pratama, Marfa Audilla, Elly Pusporani

“…This research employs text mining techniques with the Support Vector Machine (SVM) and Naive Bayes Classifier algorithms to analyze public sentiment related to suicide cases in Indonesia. Data was collected from tweets on social media platform X using crawling methods with snscrape and Python, totaling 1,175 tweets. …”
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Singletrome enhances detection of long noncoding RNAs in single cell transcriptomes by Raza Ur Rahman, Iftikhar Ahmad, Zixiu Li, Robert P Sparks, Amel Ben Saad, Alan C Mullen

“…Here, we introduce Singletrome, a Singularity image that integrates protein-coding and lncRNA gene transfer format (GTF) annotations to generate enhanced annotations that take into account the sense and antisense overlap of annotated genes, maps scRNA-seq data, and produces files for downstream analysis and visualization. …”
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Time-lapse imaging of the dynamics of CNS glial-axonal interactions in vitro and ex vivo. by Kalliopi Ioannidou, Kurt I Anderson, David Strachan, Julia M Edgar, Susan C Barnett

“…Moreover, these approaches complement each other with the in vitro approach allowing visualization of an entire internodal length of myelin and the ex vivo approach validating the in vitro data.…”
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Optimal Pavement Maintenance Strategy Based on the Relationship Between Pavement Condition Index and Roughness by Kabiru, R. U., Abbas, U., Hassan, Aliyu, Terseer, A, Muhindo, D

“…Using statistical analysis and data visualization techniques, a significant correlation was found between PCI and RI. …”
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Micro‐/Nanohierarchical Surfaces for Enhanced Pool Boiling in Large‐Area Silicon Multichips by Youngseob Lee, Kiwan Kim, Yunseo Kim, Daeyoung Kong, Jeonghwan Park, Daehyuk Son, Sungchan Kang, Seogwoo Hong, Hyoungsoon Lee

“…With the rising demand for data centers, the need for an efficient thermal management approach becomes increasingly critical. …”
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CFre: An ABAQUS plug-in for creep-fatigue reliability assessment considering multiple uncertainty sources by Yuan-Ze Tang, Xian-Cheng Zhang, Hang-Hang Gu, Chang-Qi Hong, Shan-Tung Tu, Run-Zi Wang

“…The plug-in can automatically perform stochastic finite element method considering multiple uncertainty sources including material, geometry, and load. By using the data obtained from FEM, the plug-in trains the surrogate model and completes the reliability assessment and visualization. …”
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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 visualization was carried out using VOSviewer, while in-depth analysis utilized the SEM-PLS method using SmartPLS 4. …”
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