Edge-guided slicing and inference (EGSI) with feature aggregation network for quantification of large defective temporary construction materials by Njoroge James Mugo, Akbar Ali, Song Jinwoo, Soonwook Kwon

“…The developed system was also deployed on a web-based user interface for visualization, improving accessibility and usability. …”
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Machine Learning-Driven Customer Segmentation: A Behavior-Based Approach for F&B Providers by Jacint JUHASZ

“…The clustering results were validated through visualization techniques and internal metrics, confirming the effectiveness of the segmentation. …”
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The Effectiveness Analysis of the National Digital Literacy Movement SiBerkreasi Program in Indonesia by Yuliantini Lisa Sophia, Suswanta Suswanta

“…The National Movement for Digital Literacy (GNLD) SiBerkreasi is a program from the Ministry of Communication and Information that aims to tackle the spread of negative content and fake news in digital spaces. The research method used in this research is descriptive qualitative using N-Vivo 12plus in processing 12plus research data with crosstab analysis visualization and Item Clustered by Word Similarity. …”
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Use of ultrasonography for fetal circulation assessment in canine pregnancy: A review by Maíra Planzo Fernandes, Gleice Mendes Xavier, Miguel Ferreira Bomfim Baptista, Marcus Vinícius Galvão Loiola, Antonio de Lisboa Ribeiro Filho

“…B-mode imaging allows for the visualization of fetuses and their structures but has limitations in vascular assessment. …”
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DETECTION OF SENTINEL LYMPH NODES IN ORGAN-PRESERVING TREATMENT FOR INVASIVE CERVICAL CANCER by A. L. Chernyshova, L. A. Kolomiets, B. I. Chernov, I. G. Sinilkin

“…Sentinel lymph node (SLN) biopsy is the preferred method for assessing pelvic nodal basin status in patients with early stage cervical cancer. …”
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IMPLEMENTATION OF PRINCIPAL COMPETENCE IN EDUCATIONAL RESOURCE MANAGEMENT by Agusalim Agusalim, Rachman Saleh, Wa Ode Riniati, Muhammad Yusnan, Farisatma Farisatma

“…Methodology – The research method uses a study approach to analyzing research journal trends using bibliometric mapping that allows policy makers, including school principals, to understand the development of innovations that can be applied in school management. …”
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Mapping the research landscape of mHealth and technology in pediatric chronic illness: a bibliometric study by Esther Rodríguez-Jiménez, Javier Martín-Ávila, Selene Valero-Moreno, Marián Pérez-Marín

“…The programs were utilized for the extraction of data and the subsequent construction of graphs, which facilitate the visualization of existing networks between disparate authors, institutions, and terms.ResultsThe screening results shortlisted a total of 157 articles from an initial 207. …”
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NaDyNet: A toolbox for dynamic network analysis of naturalistic stimuliNaDyNet is open-source and freely available at by Junjie Yang, Zhe Hu, Junjing Li, Xiaolin Guo, Xiaowei Gao, Jiaxuan Liu, Yaling Wang, Zhiheng Qu, Wanchun Li, Zhongqi Li, Wanjing Li, Yien Huang, Jiali Chen, Hao Wen, Binke Yuan

“…To this end, we have developed a user-friendly graphical interface toolbox called NaDyNet (Naturalistic Dynamic Network Toolbox), which integrates existing dynamic brain network analysis methods and their improved versions. The main features of NaDyNet are: 1) extracting signals of interest from naturalistic fMRI signals; 2) incorporating six commonly used dynamic analysis methods and three static analysis methods; 3) improved versions of these dynamic methods by adopting inter-subject analysis to eliminate the effects of non-interest signals; 4) performing K-means clustering analysis to identify temporally reoccurring states along with their temporal and spatial attributes; 5) Visualization of spatiotemporal results. …”
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DIAGNOSTICS AND PLANNING OF ORTHODONTIC TREATMENT OF PATIENTS WITH DENTAL ARCH NARROWING USING 3D TECHNOLOGIES by Yu.M. Voliak, Z.R. Ozhohan

“…Conclusions Thus, 3D analysis of models, the proposed technique of measuring and modeling of the clinical situation provide us with a range of advantages over the traditional method of models diagnosis. These advantages include measurement accuracy, reduces number of stone models, the possibility of an archive creating, ease in finding the right model, durability of model storage, better visualization and it does not occupy a lot of space. …”
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Factors promoting development of renal tubulointerstitial lesions in patients with diabetes mellitus by Minara Shamkhalovna Shamkhalova, Kseniya Olegovna Kurumova, Inna Igorevna Klefortova, Ivan Ivanovich Sitkin, Alexander Viktorovich Il'in, Margarita Ivanovna Arbuzova, Nikolay Petrovich Goncharov, Gul'nara Viktorovna Katsiya, Andrey Alexeevich Aleksandrov, Svetlana Semenovna Kukharenko, Marina Vladimirovna Shestakova, Ivan Ivanovich Dedov

“…To identify profibrogenic mediators, markers of endothelial dysfunction and hemostasis in patients with diabetes mellitus (DM) and chronickidney disease (CKD). Materials and methods. The study included 120 patients with DM and 20 age-matched normotensive subjects without DM showing the glomerularfiltration rate (GFR) > 60 ml/min/1.73 m3. …”
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Trends in research on relationship between root exudates and soil phosphorus: a bibliometric analysis by Yijie Ding, Yijie Ding, Jiabao Yao, Fengqing Li, Shiyou Chen, Shiyou Chen, Hui Wang, Hui Wang, Lingyu Hou, Lingyu Hou, Lei Liu, Lei Liu, Qiwu Sun, Qiwu Sun

“…Root exudates play a significant role in enhancing soil phosphorus availability.MethodsBased on bibliometric methods, this study conducted a quantitative analysis of 276 relevant articles from the Web of Science database between 2001 and 2024 using visualization tools such as CiteSpace and VOSviewer. …”
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Transformer and Attention-Based Architectures for Segmentation of Coronary Arterial Walls in Intravascular Ultrasound: A Narrative Review by Vandana Kumari, Alok Katiyar, Mrinalini Bhagawati, Mahesh Maindarkar, Siddharth Gupta, Sudip Paul, Tisha Chhabra, Alberto Boi, Ekta Tiwari, Vijay Rathore, Inder M. Singh, Mustafa Al-Maini, Vinod Anand, Luca Saba, Jasjit S. Suri

“…Intravascular ultrasound (IVUS) is a sophisticated imaging technique that provides detailed visualization of coronary arteries. However, the methods for segmenting walls in the IVUS scan into internal wall structures and quantifying plaque are still evolving. …”
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CURRENT STATE AND PROSPECTS OF COMPUTER TERMINOLOGY ONLINE LEXICOGRAPHY by Iryna B. Mentynska

“…During the research the most popular online dictionaries that record IT terms have been selected; the parameters of such online dictionaries are characterized; their practical functions for application in the IT sphere are highlighted; the main trends affecting the further study of the features of the lexicography process are identified and outlined. The following methods were used to solve these problems: a structural and systemic analysis of the most popular online dictionaries and electronic complexes was carried out; such empirical research methods as observation, comparison, monitoring of lexicographic sources were used; the extrapolation method was used to generalize information and spread the conclusions obtained from observation. …”
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Advanced 4-chamber echocardiography techniques enable clinically matched precise characterization of heart disease progression in mice by Ege Kacira, Mariam F. Oueis, Nawal H. Tamimi, Sarah L. Sturgill, Xianyao Xu, Thomas J. Hund, Mark T. Ziolo, Yuchi Han, Isabelle Deschênes, Ji-dong Fu

“…Abstract Background: Transthoracic echocardiography remains the primary non-invasive method for assessing cardiac function in clinical practice. …”
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Unlocking liver physiology: comprehensive pathway maps for mechanistic understanding by Luiz Ladeira, Anouk Verhoeven, Jonas van Ertvelde, Jian Jiang, Alessio Gamba, Julen Sanz-Serrano, Tamara Vanhaecke, Harm J. Heusinkveld, Ramiro Jover, Mathieu Vinken, Liesbet Geris, Liesbet Geris, Liesbet Geris, Bernard Staumont

“…AimsIn silico methods provide a resourceful toolbox for new approach methodologies (NAMs). …”
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Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review by Md Shofiqul Islam, Fahmid Al Farid, F. M. Javed Mehedi Shamrat, Md Nahidul Islam, Mamunur Rashid, Bifta Sama Bari, Junaidi Abdullah, Muhammad Nazrul Islam, Md Akhtaruzzaman, Muhammad Nomani Kabir, Sarina Mansor, Hezerul Abdul Karim

“…The global spread of SARS-CoV-2 has prompted a crucial need for accurate medical diagnosis, particularly in the respiratory system. Current diagnostic methods heavily rely on imaging techniques like CT scans and X-rays, but identifying SARS-CoV-2 in these images proves to be challenging and time-consuming. …”
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Deep Learning and Image Generator Health Tabular Data (IGHT) for Predicting Overall Survival in Patients With Colorectal Cancer: Retrospective Study by Seo Hyun Oh, Youngho Lee, Jeong-Heum Baek, Woongsang Sunwoo

“… BackgroundRecent advances in artificial intelligence (AI) have contributed to improved predictive modeling in health care, particularly in oncology. Traditional methods often rely on structured tabular data, but these approaches can struggle to capture complex interactions among clinical variables. …”
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CONCEPTUAL FEATURES OF OCCLUSAL BALANCE IN THE DEVELOPMENT AND PATHOLOGY OF LOCALIZED AND GENERALIZED DISEASES OF PARODONTAL TISSUES IN PATIENTS WITH PARTIAL TOOTH LOSS DURING ORTH... by Yu.O. Kinash, L.V. Kinash

“…Orthopantomography – for visualization of the general state of the dentofacial system. …”
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Three-dimensional analysis of mandibular and condylar growth using artificial intelligence tools: a comparison of twin-block and Frankel II Appliances by Ramy Shihabi, YiSi Liu, Abdalrahman Mohieddin Kusaibati, Fakhr Maraabeh, Jiaqi Zhan, Jiaqi Zhang, Li Hu

“…CBCT radiographs were taken at T0 (prior to treatment) and T1 (at the end of effective treatment; 7–11 months). 3D UX-Net algorithm was used to extract the 3D models and obtain the volumes. Visual Basic software was employed to develop a method for calculating the 3D distances and angles. 3D superimposition methods through Viewbox software were utilized to analyze growth direction following the treatments, using color-coded distance map visualizations. …”
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Prediction of heterogeneous nucleation condensation effect on the surface of respiratory coal dust and test of dust reduction test by Hanyi LIN, Liang YUAN, Bingyou JIANG, Yuqian ZHANG, Yifan WANG, Haoyu WANG

“…Combined with mean square error weighting method, nonlinear regression analysis method and prediction effect evaluation index, the weight proportion of each influencing factor in the condensation effect of coal dust particles was determined. …”
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