Myeloid dendritic cells and periodontal disease association: integrated study of single-cell sequencing and Mendelian randomization analysis by ChengJi Shi, XinYi Ou, XiaoXu Lei, LiJuan Huang, ShuHao Xu, Wei Li, Xi Zhao

“…Despite advancements in therapeutic interventions and an enhanced understanding of its pathophysiology, emerging techniques such as single-cell RNA sequencing (scRNA-seq) and Mendelian randomization (MR) present new opportunities for precision medicine in the management of periodontal disease.MethodsData derived from the GSE152042 dataset underwent rigorous quality control, normalization, and dimensionality reduction using Seurat and the MonacoImmuneData framework. …”
Get full text

Analysis of volleyball matches based on normalized indicators of competitive activity by Roman Boichuk, Yevheniia Strelnykova, Krzysztof Wnorowski

“…Materials and Methods. Data from the European Volleyball Federation's European Golden League – Men, 2024, were used for the analysis. …”
Get full text

Simultaneous multi-class detection of interplanetary space weather events by Nguyen Gautier, Bernoux Guillerme, Ferlin Antoine

“…Thanks to its simple architecture, our method is easily implementable in data visualization tools and could be easily extended to additional event types. …”
Get full text

Genetic and Epigenetic Alterations Associated With Human Prenatal Tobacco and Environmental Tobacco Smoke Exposure: Protocol for a Systematic Evidence Map by Ana Teresa Reis, Ana Teresa Reis, Ana Teresa Reis, Joana Madureira, Joana Madureira, Joana Madureira, João Paulo Teixeira, João Paulo Teixeira, João Paulo Teixeira, Carla Costa, Carla Costa, Carla Costa

“…Summarization will include a narrative review, graphical visualization, and an interactive, queryable and open-access table.ResultsA pilot study assessed the protocol’s feasibility, testing key components, including screening, data extraction, and eligibility criteria. …”
Get full text

Unlocking health insights: exploring intention to adopt district health information systems in Bahir Dar City, northwest Ethiopia by Habtamu Alganeh Guadie, Amarech Kindie, Hunegnaw Almaw Derseh, Desta Debalkie Atnafu

“…BackgroundDistrict Health Information System version 2 (DHIS2) is an open-source platform designed for data collection, processing, analysis, and visualization within healthcare systems. …”
Get full text

Time-series InSAR measurement using ICOPS and estimation of along-track surface deformation using MAI during the 2021 eruption of Fagradalsfjall Volcano, Iceland by Wahyu Luqmanul Hakim, Muhammad Fulki Fadhillah, Seulki Lee, Sungjae Park, Won-Kyung Baek, Chang-Ki Hong, Hyun-Cheol Kim, Chang-Wook Lee

“…Six days pair of interferograms were generated from ninety synthetic aperture radar (SAR) data. Thus, the SAR data will be acquired from the Sentinel-1 satellite from January until December 2021. …”
Get full text

Utilizing GCN-Based Deep Learning for Road Extraction from Remote Sensing Images by Yu Jiang, Jiasen Zhao, Wei Luo, Bincheng Guo, Zhulin An, Yongjun Xu

“…The proposed model achieved the highest F1 score on both datasets. Visualization results from the experiments demonstrate that the model effectively extracts occluded roads and reduces the risk of redundant construction caused by data errors during urban renewal. …”
Get full text

Research on a traditional Chinese medicine case-based question-answering system integrating large language models and knowledge graphs by Yuchen Duan, Qingqing Zhou, Yu Li, Chi Qin, Ziyang Wang, Hongxing Kan, Hongxing Kan, Jili Hu, Jili Hu

“…The study involved four stages: pattern layer construction, knowledge extraction, integration, and data storage and visualization. A large language model (LLM) was employed to automatically extract key entities, including symptoms, pathogenesis, treatment principles, and prescriptions. …”
Get full text

Subxiphoid-subcostal versus transthoracic thoracoscopic thymectomy: A safe and feasible approachCentral MessagePerspective by Madhuri Rao, MD, Aitua Salami, MD, Alexandria Robbins, MD, Jamee Schoephoerster, BS, Amit Bhargava, MD, Ilitch Diaz-Gutierrez, MD, Qi Wang, MS, Rafael Andrade, MD

“…Potential advantages of ST are the avoidance of intercostal incisions and visualization of both phrenic nerves in their entirety. …”
Get full text

Machine learning-based prediction model for arteriovenous fistula thrombosis risk: a retrospective cohort study from 2017 to 2024 by Peng Shu, Ling Huang, Xia Wang, Zhuping Wen, Yiqi Luo, Fang Xu

“…Conclusion We developed a Random Forest model based on patients’ clinical data, which effectively predicts the risk of thrombosis in arteriovenous fistulas. …”
Get full text

Evaluating anti-MRSA antibiotic stewardship with a focus on trends in consumption and resistance in a tertiary hospital in Alexandria, Egypt from 2019 to 2023 by Ehab Elmongui, Adel Zaki, Amel Elsheredy, Asmaa Abd Elhameed

“…Exploratory data analysis, including time series visualization and linear regression, assessed trends and the impact of COVID-19 on antibiotic use and resistance patterns. …”
Get full text

Approach to automating viral genome assembly by Ms Anastasiia Paremskaia, Dr Andrei Deviatkin, Dr Pavel Volchkov

“…The nucleotide sequence's identity ranged between 99% and 100%. IGV visualization demonstrates that the identified substitutions perfectly match the reads, indicating that these discrepancies are unlikely to be errors in data processing. …”
Get full text

Klasifikasi Mahasiswa HER Berbasis Algoritma SVM dan Decision Tree by Jajang Jaya Purnama, Hendri Mahmud Nawawi, Susy Rosyida, Ridwansyah Ridwansyah, Risnandar Risnandar

“…Data classification of students who do remedial/improvements by improving the kernel model for visualization including bars, histograms, and distributions as well as the Decision Tree has its own advantages. …”
Get full text

Solar Radiation Drives the Plant Species Distribution in Urban Built-Up Areas by Heyi Wei, Bo Huang, Mingshu Wang, Xuejun Liu

“…Additionally, MATLAB and ArcGIS Pro software are utilized for the numerical simulation and visualization of spatial data. Our study shows that areas with low solar radiation exhibit higher plant species richness, while plots with high plant diversity are primarily concentrated in regions with strong solar radiation. …”
Get full text

XILS Credibility Assessment and Scenario Representativeness Methodology Based on Geometric Similarity Analysis for Autonomous Driving Systems by Seungjae Han, Taeyoung Oh, Soohyeon Lee, Siyeong Park, Jinwoo Yoo

“…These three techniques evaluate the similarity and consistency between XILS and real-world test data based on statistical and mathematical comparisons. …”
Get full text

Androgen receptor as a potential therapeutic target in castration-resistant prostate cancer: a bibliometric analysis (2005–2024) by Jiexiang Zhang, Weichen Yuan, Tongtong Zhang, Xuesong Liu, Dongliang Xu

“…Bibliometric analysis and data visualization were performed using VOSviewer, CiteSpace, and the R package “Bibliometrix.” …”
Get full text

Healthcare student engagement with health-related content through Netflix mini-series: a qualitative study by Nino Fijačko, Špela Metličar, Gregor Štiglic, Lucija Gosak, Roger Watson

“…We employed a six-step thematic analysis framework to analyze the collected data and Sankey diagrams were used for visualization. …”
Get full text

Partnership of key stakeholders in the use of generative artificial intelligence by M. A. Izmailova

“…Purpose: is to substantiate the need to improve the partnership between the state, business, universities and civil society in the field of generative artificial intelligence.Methods: the research is based on the application of theoretical and empirical analysis methods, including: logical, retrospective, generalization, modeling, comparison, statistical, observation, data visualization.Results: the article provides arguments confirming the relevance of generative artificial intelligence by its key stakeholders. …”
Get full text

On design of worm gears with cylindrical worms by Yury P. Manshin, Elena Y. Manshina

“…The work objective is to introduce the visualization of the project main parameters into the design methodology to accelerate the adoption of constructive solutions while maintaining the geometric dimensions accuracy and their reference to the technical requirements. …”
Get full text

Experimental and Analytical Study on the Influence of Saturation Pressure and Surface Roughness on Pool Boiling CHF of HFE-7100 by Xiaoguang Fan, Shiya Gu, Jingsheng Lei, Guihang Luo, Fanbin Meng, Liyan Wu, Shiyan Gu

“…To further improve the prediction accuracy, a new empirical correlation for CHF dimensionless K considering the effects of saturation pressure and surface roughness was developed, and the predicted values were in better agreement with the experimental data.…”
Get full text