Trends and Developments in Vulvar Lichen Sclerosus Research by Fan‐Rong He, Yan‐Rui Lin, Yu‐Hua Wen, Jin‐He Deng

“…A total of 1698 publications were scrutinized utilizing Microsoft Excel software and various visualization tools, including CiteSpace, VOSviewer, and Pajek, to discern specific characteristics. …”
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Comparison and Prediction of the Ecological Footprint of Water Resources—Taking Guizhou Province as an Example by Yongtao Wang, Wenfeng Yang, Jian Liu, Enhui Lu, Ye Li, Ning Chen

“…This necessitates the development of robust and effective assessment methods to ensure their sustainable use. Although assessing the ecological footprint (EF) of urban water systems plays a critical role in advancing sustainable cities and managing water assets, existing research has largely overlooked the application of geospatial visualization techniques in evaluating resource allocation strategies within karst mountain watersheds, an oversight this study aims to correct through innovative methodological integration. …”
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Bibliometric analysis of tumor marker application in gastric cancer diagnosis from 2019 to 2024 by Zhanat Komekbay, Reza Shirazi, Gulnaz Yessultanova, Alisher Garifollin, Anar Tulyayeva, Nurgul Kereyeva, Saule Akhmetova, Abdiraman Kaliev

“…Early detection and accurate prognosis are crucial for effective management, yet current diagnostic methods, including tumor markers, often exhibit less sensitivity. …”
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Development of data driven models to accurately estimate density of fatty acid ethyl esters by Walid Abdelfattah, Munthar Kadhim Abosaoda, Hardik Doshi, H. S. Shreenidhi, Manoranjan Parhi, Devendra Singh, Prabhjot Singh, Abdolali Yarahmadi Kandahari

“…Through extensive statistical evaluations and visualization techniques, SVR emerged as the most accurate model for density prediction. …”
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The effectiveness of botulinum toxin type A preparations in the consequences of gunshot wounds (clinical case) by T. I. Dutova, I. N. Banin, Yu. V. Lyutikov, N. A. Ermolenko, P. V. Yurov, E. A. Portnykh

“…Thus, we believe that injections into the area of the piriform muscle under the visualization control should become the method of choice in the treatment of pain of such localization.…”
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Specific features of designing a database for neuro-oncological 3D MRI images to be used in training artificial intelligence by E. V. Amelina, A. Yu. Letyagin, B. N. Tuchinov, N. Yu. Tolstokulakov, M. E. Amelin, E. N. Pavlovsky, V. V. Groza, S. K. Golushko

“…The research was aimed at analyzing current approaches to the organization and design methodology of visualization database built on the basis of computer vision. …”
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Radiological and Morphometric Features of Canalis Sinuosus in Russian Population: Cone-Beam Computed Tomography Study by Avanesov Anatoly, Yuri Sedov, Evgeniya Gvozdikova, Oleg Mordanov, Liudmila Kruchinina, Karen Avanesov, Anna Vinogradova, Sergei Golub, Dalila Khaydar, Nguyen Giao Hoang, Hadi M. Darawsheh

“…Cone-beam computed tomography (CBCT) is considered to be the most informative radiographic method for pre- and postoperative analysis of the maxillary anatomy and for avoiding further complication. …”
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Deep Learning Evaluation of Glaucoma Detection Using Fundus Photographs in Highly Myopic Populations by Yen-Ying Chiang, Ching-Long Chen, Yi-Hao Chen

“…The images were categorized into training, validation, and test sets in a ratio of 6:2:2. Grad-CAM visual visualization improved the interpretability of the CNN results. …”
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Desmoplastic small round cell tumor: an update of current management practices by Ahmed Gawash, Alexa Simonetti, Brandon J. Goodwin, Alissa Brotman O’Neill

“…Methods A comprehensive literature review and search strategy, encompassing databases like PubMed and Cochrane was performed. …”
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Perioperative and oncologic outcomes of robotic surgery for pediatric solid abdominal tumors: a single-center 10-year experience by Ashitosh Pokharkar, Priyank Yadav, Deepak K. Kandpal, Amita Mahajan, Sujit Kumar Chowdhary

“…Robotic surgery, offering enhanced visualization and precision, may address these issues. …”
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RTDU: Interpretable Region-Aware Transformer-Based Deep Unfolding Network for Pan-Sharpening by Shuo Wang, Genji Yuan, Jinjiang Li

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Analytical Evaluation of the WebSocket and WebTransport Protocols for the Class of SCADA Systems Operating Within the Intranet by G. A. Zvonareva, A. S. Smirnov

“…To solve this problem, network protocols are used, which continue to develop rapidly to this day.Materials and methods. SCADA systems are used in many industries: aviation, ground transportation, rocket and space technology, systems for receiving and processing telemetry information. …”
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Bilbliometric Analysis of Euthanasia in the Perspective of Medical Ethics by Elsa Yuniarti, Jessi Rizkanauli Simangunsong, Aditiya Ramadhani, Nabila Azzahra

“…Data cleaning and transformation were conducted using OpenRefine, while VOSviewer software (version 1.6.6) was utilized for data analysis and visualization, generating network, overlay, and density visualizations to identify publication trends across various metrics. …”
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Explainable deep learning for age and gender estimation in dental CBCT scans using attention mechanisms and multi task learning by Najmeh Pishghadam, Rasool Esmaeilyfard, Maryam Paknahad

“…The proposed model achieves a MAE of 1.08 years for age estimation and 95.3% accuracy in gender classification, significantly outperforming conventional CBCT-based methods. CBAM enhances the model’s ability to focus on clinically relevant anatomical features, while Grad-CAM provides visual explanations, improving interpretability. …”
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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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Digital Infrared Thermographic Imaging for Limb Salvage in Patients at Risk of Amputation: Prospective Observational Study by Víctor Manuel Loza-González, Eleazar Samuel Kolosovas-Machuca, Patricia Aurea Cervantes-Báez, José Luis Ramírez-GarcíaLuna, Edgar Guevara, Mario Aurelio Martínez-Jiménez

“…This imaging modality allows visualization of thermal differences and patterns derived from thermal changes in patients at risk of limb amputation.…”
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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

“…By incorporating additional variables, methods like cross-tabulation, partial correlation, and multiple regression can clarify the nature of associations. …”
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A Potential Pitfall in the Interpretation of Microscope-Integrated Fluorescence Angiography: The Center–Periphery Effect by Dieder Stolk, Paul Bloemen, Richard Martin van den Elzen, Martijn de Bruin, Caroline Driessen

“…Background/Objectives: Indocyanine green fluorescence angiography (ICG-FA) enables the real-time visualization of tissue perfusion. However, objective research on microscope-integrated fluorescence angiography (FA) has not been conducted before. …”
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Most vulnerable diet and health profiles: identifying countries at risk through a three-theme clustering by Ahmet Murat Günal, Salim Yılmaz, Sedat Arslan

“…Data processing and visualization were performed using RStudio.ResultsThe analysis identified Cluster 3 as the most vulnerable group, comprising 45 countries with high similarity across all three themes. …”
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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

“…In the context of Industry 4.0, engineering education is evolving rapidly, requiring new approaches to continuing engineering education (CEE). Traditional methods struggle to meet the demands of professionals looking to update their skills. …”
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