SIVIC: Open-Source, Standards-Based Software for DICOM MR Spectroscopy Workflows by Jason C. Crane, Marram P. Olson, Sarah J. Nelson

“…While anatomical images are routinely reconstructed on the scanner, formatted using the DICOM standard, and interpreted using PACS workstations, this is not the case for MRSI data. The evaluation of MRSI data is made more complex because files are typically encoded with vendor-specific file formats and there is a lack of standardized tools for reconstruction, processing, and visualization. …”
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A Survey on Immersive Cyber Situational Awareness Systems by Hussain Ahmad, Faheem Ullah, Rehan Jafri

“…However, these systems face data occlusion and convolution issues due to the burgeoning complexity, dimensionality, and heterogeneity of cybersecurity data, which damages cyber situational awareness of end-users. …”
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Distinguishing Resting State From Motor Imagery Swallowing Using EEG and Deep Learning Models by Sevgi Gokce Aslan, Bulent Yilmaz

“…The primary aim of this study was to assess the classification performance of deep learning models in distinguishing between resting state and motor imagery swallowing, utilizing various preprocessing and data visualization techniques applied to electroencephalography (EEG) data. …”
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Abstract 267: A Bibliometric Analysis of Tenecteplase Research Utilizing a Commonly Used Citation Index by Brendan Huang

“…Results Data visualization software identified three tenecteplase research clusters – myocardial infarction, pulmonary embolism, and acute ischemic stroke. …”
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Forecasting models for Quebec’s lumber demand and exports using multivariate regression technique by Mounia Ferguene, Nadia Lehoux, Camélia Dadouchi

“…Furthermore, the developed data visualization tool appeared as a powerful tool to highlight the reliable forecasts generated by the models, while deducing relevant information through interactive graphics. …”
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Integrated internet of things (IoT) solutions for early fire detection in smart agriculture by Abdennabi Morchid, Zahra Oughannou, Rachid El Alami, Hassan Qjidaa, Mohammed Ouazzani Jamil, Haris M. Khalid

“…The ThingSpeak platform, combined with MATLAB visualization tools, enables continuous monitoring and in-depth trend analysis of historical data. …”
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Global Trends of the Teacher Knowledge of Physical Education: A Bibliometric Analysis by Nurhidayah Yaakop, Denise Koh, Ruhizan Mohammad Yasin

“…Methods: By using the keywords “physical education” and “teacher knowledge”, the bibliographic records and references have been retrieved from the Scopus databases (date of search: July 15, 2022). The data was analysed using Microsoft Excel for frequency analysis, VOSviewer for data visualisation, and Harzing's Publish or Perish for citation metrics and analysis. …”
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Tren Penelitian tentang Galleries, Libraries, Archives dan Museums (GLAM): Analisis Bibliometrik by Rona Putra, Redi Aswari

“…This research uses a literary observation method with bibliometric analysis. Data was collected using the Publish or Perish application from the Scopus database between 2010 and 2024 which was then visualized using VosViewer application. …”
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Mapping the Global ICT Research Trends in the Construction Sector by Chijioke Emmanuel Emere, Olusegun Aanuoluwapo Oguntona

“…Using VOSviewer, a network and overlay visualisation map of the co-occurrence keywords was produced based on the gathered bibliographic data. …”
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Analiza audytywno-akustyczna danych językowych z wykorzystaniem programów komputerowych: EXMARaLDA i Praat by Marta Rogozińska

“…The research material obtained in this way can contribute to in-depth analysis of linguistic data and is used not only in speech and communication research in the broadest sense, but also in interdisciplinary research combining different disciplines and research approaches. …”
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Convergence of the Welfare of EU Countries in the Context of Integration: Hypothesis Testing by Natalia B. Kondratieva

“…Methods applied include graphical visualisation of data and statistical calculations using the compound interest formula transformed for the purpose of clarifying the hypothesis. …”
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Medical Record System Redesign to Enhance Efficiency and Safety in Psychiatric Inpatient Care by Abeer Jawed, Anjani Atigadda, Rahimat Adebayo, Lara Jayatilaka, Solomon Wong

“…Aims: Efficient medical record systems are vital for improving workflow, ensuring data accuracy, and maintaining staff satisfaction. …”
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A Meta-Analysis on Democracies in Indonesia by Syamsul Bahri Abd. Rasyid, Achmad Nurmandi, Salahudin, Dian Eka Rahmawati

“…Meanwhile, with the visualization of density, it was seen that if the color visualized was getting redder, the subject had been researched a lot, although the topic was only barely researched if it was getting greener. …”
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GIS methods for inventory of pacific salmons spawning grounds in the Amur River by V. V. Sviridov, S. F. Zolotukhin

“…The system is partially loaded with the data about spawning grounds, tested for the basic operations as data collection, multi-user editing, geoprocessing, spatial analysis, cartographic visualization, protected web publication, etc., and adjusted and improved using the results of this testing for further implementation in complex fisheries surveys in the Amur River basin. …”
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Production Intralogistics Automation Based on 3D Simulation Analysis by Kashif Mahmood, Kristo Karjust, Tõnis Raamets

“…This paper describes a conceptual model for automation based on 3D visualization and simulation and experimental study which help to make the decision according to the input data from the production factory environment. …”
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Gradual poisoning of a chest x-ray convolutional neural network with an adversarial attack and AI explainability methods by Stephen B. Lee

“…The study uses various poisoned datasets of different compositions (2%, 16.7% and 100% ratios of poisoned data) and two different test sets (a normal set of test data and one that contained poisoned images) to study the effects of BadNets. …”
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RSCUcaller: an R package for analyzing differences in relative synonymous codon usage (RSCU) by Mateusz Maździarz, Sebastian Zając, Łukasz Paukszto, Jakub Sawicki

“…The package enables both visualization of data and the performance of advanced statistical analyses. …”
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XNODE: A XAI Suite to Understand Neural Ordinary Differential Equations by Cecília Coelho, Maria Fernanda Pires da Costa, Luís L. Ferrás

“…Neural Ordinary Differential Equations (Neural ODEs) have emerged as a promising approach for learning the continuous-time behaviour of dynamical systems from data. However, Neural ODEs are black-box models, posing challenges in interpreting and understanding their decision-making processes. …”
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Achieving inclusive healthcare through integrating education and research with AI and personalized curricula by Amir Bahmani, Kexin Cha, Arash Alavi, Amit Dixit, Antony Ross, Ryan Park, Francesca Goncalves, Shirley Ma, Paul Saxman, Ramesh Nair, Ramin Akhavan-Sarraf, Xin Zhou, Meng Wang, Kévin Contrepois, Jennifer Li-Pook-Than, Emma Monte, David Jose Florez Rodriguez, Jaslene Lai, Mohan Babu, Abtin Tondar, Sophia Miryam Schüssler-Fiorenza Rose, Ilya Akbari, Xinyue Zhang, Kritika Yegnashankaran, Joseph Yracheta, Kali Dale, Alison Derbenwick Miller, Scott Edmiston, Eva M. McGhee, Camille Nebeker, Joseph C. Wu, Anshul Kundaje, Michael Snyder

“…The AI Data Visualization tool enables learners to interpret multi-omics and wearable data and replicate research findings. …”
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Leveraging the Electronic Health Record to Measure Resident Clinical Experiences and Identify Training Gaps: Development and Usability Study by Vasudha L Bhavaraju, Sarada Panchanathan, Brigham C Willis, Pamela Garcia-Filion

“…ObjectiveThis study aims to demonstrate a feasible and efficient method to capture electronic health record (EHR) data that measure the volume and variety of pediatric resident clinical experiences from a continuity clinic; generate individual-, class-, and graduate-level benchmark data; and create a visualization for learners to quickly identify gaps in clinical experiences. …”
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