scRepertoire 2: Enhanced and efficient toolkit for single-cell immune profiling. by Qile Yang, Ksenia R Safina, Kieu Diem Quynh Nguyen, Zewen Kelvin Tuong, Nicholas Borcherding

“…This work presents scRepertoire 2, a substantial update to our R package for analyzing and visualizing single-cell immune receptor data. This new version introduces an array of features designed to enhance both the depth and breadth of immune receptor analysis, including improved workflows for clonotype tracking, repertoire diversity metrics, and novel visualization modules that facilitate longitudinal and comparative studies. …”
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Automated analysis of ultrastructure through large-scale hyperspectral electron microscopy by B. H. Peter Duinkerken, Ahmad M. J. Alsahaf, Jacob P. Hoogenboom, Ben N. G. Giepmans

“…First, we discriminated biological features in the context of tissue based on selected elemental maps. Next, we designed a data-driven workflow based on dimensionality reduction and spectral mixture analysis, allowing the visualization and isolation of subcellular features with minimal manual intervention. …”
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Process mining in healthcare: a tertiary study by Adauto Santos, Gislaine Camila Lapasini Leal, Renato Balancieri

“…However, it is necessary to deal with noisy or missing data and establish visualization mechanisms that ensure clarity in data presentation.…”
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The Usage of Instagram to Promote Pule Payung As a Community Based Tourism in Kulon Progo Regency, Yogyakarta by Rosilawati Yeni, Rafique Zain, Khatami Muhammad Iqbal

“…This research used a qualitative descriptive approach with the focus on descriptive studies. Data was collected through in-depth interviews and documentation. …”
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Employing convolutional neural networks and explainable artificial intelligence for the detection of seizures from electroencephalogram signal by Tamilarasi Kathirvel Murugan, Anush Kameswaran

“…To identify the EEG data, the proposed system combines deep learning models with feature extraction technique. …”
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Assessing Deep Learning Techniques for Remote Gauging and Water Quality Monitoring Using Webcam Images by Ruichen Xu, Binbin Wang

“…The results demonstrate the potential use and limitation of using webcam images to remotely sense water quantity and quality data.…”
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Qualitative Study of the Implementation of LCD Projector Media on Learning Motivation of Grade IV Elementary Students by Putri Imanuela, Deni Setiawan

“…The research method used is a qualitative approach with a field study design (field research). Data were collected through in-depth interviews with teachers and students and direct observation in learning activities. …”
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A genome-wide association study of imaging-defined atherosclerosis by Anders Gummesson, Per Lundmark, Qiao Sen Chen, Elias Björnson, Koen F. Dekkers, Ulf Hammar, Martin Adiels, Yunzhang Wang, Therese Andersson, Göran Bergström, Carl-Johan Carlhäll, David Erlinge, Tomas Jernberg, Fredrik Landfors, Lars Lind, Maria Mannila, Olle Melander, Carlo Pirazzi, Johan Sundström, Carl Johan Östgren, Cecilia Gunnarsson, Marju Orho-Melander, Stefan Söderberg, Tove Fall, Bruna Gigante

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Knee Osteoarthritis Diagnosis: Future and Perspectives by Henri Favreau, Kirsley Chennen, Sylvain Feruglio, Elise Perennes, Nicolas Anton, Thierry Vandamme, Nadia Jessel, Olivier Poch, Guillaume Conzatti

“…These methods have undergone deep development and propose, with non- or minimally invasive procedures, to obtain data on tissue condition. However, they present some drawbacks, such as possible interference or the lack of direct visualization of the tissue. …”
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A streamlined workflow for long-read DNA methylation analysis with NanoMethViz and Bioconductor [version 2; peer review: 2 approved] by Kelsey Breslin, Shian Su, Tamara Cameron, James Lancaster, Lucinda Xiao, Matthew E. Ritchie, Peter F. Hickey, Quentin Gouil, Marnie E. Blewitt

“…The NanoMethViz package provides a suite of tools for loading in long-read methylation data, visualising data at various data resolutions. …”
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RINX 2.0: A Containerized Climate Raster Information Extraction System on OpenShift Cloud Environment by D. Jain, J. Blossom, J. Hayes, H. Gibson, S. Rifas-Shimann, D. R. Gold

“…We present performance statistics, data management strategies, and the development of a user interface for real-time querying and visualization of results.…”
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Sentiment Analysis of Public Satisfaction with the 'INFO BMKG' Application using Naive Bayes, SVM, and KNN by Natasya Aditiya, Pratomo Setiaji, Supriyono Supriyono

“…Additionally, a web-based data mining application was developed to facilitate data processing and result visualization. …”
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Enhancing Manufacturing Processing Stability and Efficiency with Linear-Regression Analysis: Modeling on a Flow-Drill Screw (FDS) Joining Process by Chengxin Zhang, Mario Guzman, Xuzhe Zhao

“…Statistical analysis, such as data visualization, statistical modeling, and other data-driven analysis methods, can be used to detect underlying relationships between variables, investigate variations, and make predictions in the manufacturing process. …”
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Auto-embedding transformer under multi-source information fusion for few-shot fault diagnosis by Bo Wang, Shuai Zhao, Qian Zhao, Yang Bai

“…Diagnostic results demonstrate that EDformer surpasses contemporary approaches in both classification accuracy and stability, particularly under conditions of data scarcity. Visualization tools such as t-SNE and ROC curves further confirm its ability to effectively distinguish fault categories and capture critical fault-related features.…”
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Applying Model-Based Systems Engineering to Tailings Storage Facility Structures by Bartłomiej Bursa, Paweł Stefaniak, Ioannis Kakogiannos

“…The innovative SEC4TD project, funded by the EIT Raw Materials, proposes an integrated end-to-end (E2E) solution composed of three hardware and software innovative products for mining operators and service providers that will enable multi-scale multi-platform data collection and visualization, events prediction, effective information management, and data traceability. …”
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Conceptual modeling of the structure of a geoinformation system for formation of land plots in state and municipal ownership of settlements by Tetiana Bukhalska, Oleksandr Yanchuk, Viktor Moshynskyi, Anatolii Lishchynskyi

“…Object-relational databases together with the GIS provide powerful opportunities for collection, systematization, processing, analysis of various data, as well as storage and visualization of spatial information. …”
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Architecture of the FindFISH Platform - A Service for Fishermen and More by Lidia Dzierzbicka-Glowacka, Michał Wójcik

“…The visualization of data in the form of tables, charts, and maps has been executed and presented via the FindFISH platform, which was established under the auspices of the project. …”
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Color as a High-Value Quantitative Tool for PET/CT Imaging by Michail Marinis, Sofia Chatziioannou, Maria Kallergi

“…The range of HUs and SUVs was mapped using novel weighted color distribution functions that allowed for a balanced representation of the data and an improved visualization of anatomic and metabolic differences. …”
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Multivariate Analyses with Two-Step Dimension Reduction for an Association Study Between ¹¹C-Pittsburgh Compound B and Magnetic Resonance Imaging in Alzheimer’s Disease... by Atsushi Kawaguchi, Fumio Yamashita

“…Our method may facilitate the development of a dementia biomarker from brain imaging data. Scoring imaging data allows for visualization and the application of traditional analysis, facilitating clinical analysis for better interpretation of results.…”
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Stochastic Models Applied to the Forecasting and Management of Residual Woody Forest Biomass: Approaches, Challenges, and Practical Applications by Leonel J. R. Nunes

“…Probabilistic calculations were performed with Numpy and Scipy, while Matplotlib and Seaborn were used for data visualization. Hypothetical data simulating real-world scenarios were analyzed, divided into training and testing sets, with cross-validation and metrics such as RMSE, MAPE, and R2. …”
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