Study of Wheat Grain Structure by Digital Radiography by R. Yu. Antonov

“…Operations for processing grain images were automated using the scripts developed in Python using the numpy and opencv libraries.Results. …”
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Measurement of Teacher’s Orchestration Load: A Framework and a Case Study on Tool Flexibility by Claudio Alvarez, Ishari Amarasinghe, Gustavo Zurita, Davinia Hernandez-Leo, Lubna Hakami, Luis Rojas

“…In response to this gap, we propose a comprehensive framework for tracking and characterizing orchestration load, focusing on the intensity and dynamics of teachers’ actions while implementing CSCL scripts. The framework integrates multimodal data sources, including observable orchestration actions, physiological metrics, and self-reported insights, to comprehensively analyze the orchestration load. …”
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Visualizing leadership classifications in rectangular data using a basket model and co-word network analysis: a case study of U.S. HCAHPS survey results by Tsair-Wei Chien, Willy Chou

“…By combining a multi-level basket model with co-word network analysis and open-source R scripts, users can quickly generate interpretable, cluster-based dominance diagrams. …”
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Automation of image processing through ML algorithms of GRASS GIS using embedded Scikit-Learn library of Python by Polina Lemenkova

“…A series of modules for raster image processing was applied using scripting language of GRASS GIS to process the remote sensing data. …”
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Validation of the BioIntelliSense BioButton® device for physical activity monitoring in children and future application as a physical health outcome for critically Ill children by Lexi Petruccelli, Kristen R. Miller, Rachel Greer, Heidi Sauceda, R. Scott Watson, R. Scott Watson, Peter M. Mourani, Aline B. Maddux, Aline B. Maddux

“…Sensitivity and specificity compared with the accelerometer were 0.52 (95% CI: 0.45–0.60) and 0.88 (95% CI: (95% CI: 0.84, 0.93) to identify MVPA and 0.92 (95% CI: 0.89–0.96) and 0.70 (95% CI: 0.67, 0.73) to identify sedentary behavior. …”
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Do Cookie Banners Respect My Browsing Privacy? Measuring the Effectiveness of Cookie Rejection for Limiting Behavioral Advertising by Mateo Ormeno, Ha Dao, Valeria Herskovic, Kensuke Fukuda

“…Finally, to foster reproducibility and further research, we open-sourced our framework and released all data and analysis scripts.…”
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Développer le raisonnement clinique en première année d’orthophonie : création et évaluation d’un dispositif de formation. by Emilie Bernard, Juliette Elie-Deschamps, Aurore Judet, Audrey Pépin-Boutin, Sylvie Dupont-Bérail, Mathieu Lorenzo

“…D’après la théorie des prototypes et des scripts, les décisions des professionnels de santé s’appuient sur un réseau de connaissances, spécifiquement organisées pour l’action clinique. …”
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An open-access EEG dataset from indigenous African populations for schizophrenia researchZenodo by S.K. Mosaku, E.O. Olateju, K.P. Ayodele, A. Akinsulore, P.O. Ajiboye, O.I. Oloniniyi, A. Ayorinde, O. Agboola, E. Obayiuwana, O.B. Akinwale, A.O. Oyekunle

“…Signals were acquired at two hospital units using Contec KT-2400 (200 Hz) and BrainMaster Discovery24-E (256 Hz) systems under harmonized protocols, retaining only the devices’ default filter settings.Each session contains four paradigms—eyes-closed resting state, arithmetic working-memory, auditory oddball to elicit mismatch negativity, and a 40 Hz auditory steady-state response—so oscillatory, ERP and cognitive-load markers can be compared within the same individuals. Recordings are released unchanged in European Data Format, accompanied by structured .gnr sidecars detailing clinical scores, device settings and protocol metadata, enabling transparent end-to-end pipelinesData are organized in a version-controlled tree with a public key-map, allowing new African centers to append recordings without breaking existing scripts and paving the way for federated growth beyond Nigeria. …”
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Lot quality assurance sampling for coverage evaluation of a new vaccine: A pilot study by Rhythm Hora, Arindam Ray, Imkongtemsu Longchar, G.R. Rio, Rashmi Mehra, Seema Singh Koshal, Amrita Kumari, Syed F. Quadri, Amanjot Kaur, Arup Deb Roy

“…Pre-designed, pre-tested questionnaire for the caregivers, scripted on a digital tool was employed with verification of immunization card and caregiver’s recall. …”
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Robust and Unified Semi-Supervised Unmixing of Hyperspectral Imaging for Linear and Multilinear Models by Daniel Ulises Campos-Delgado, Juan Nicolas Mendoza-Chavarria, Omar Gutierrez-Navarro, Laura Quintana-Quintana, Raquel Leon, Samuel Ortega, Himar Fabelo, Carlos Lopez, Marylene Lejeune, Gustavo M. Callico

“…We validate first our contributions with synthetic HS images that include Gaussian and sparse noise components to evaluate their robustness, and compare them with supervised and unsupervised perspectives. …”
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Performance of Large Language Models in Numerical Versus Semantic Medical Knowledge: Cross-Sectional Benchmarking Study on Evidence-Based Questions and Answers by Eden Avnat, Michal Levy, Daniel Herstain, Elia Yanko, Daniel Ben Joya, Michal Tzuchman Katz, Dafna Eshel, Sahar Laros, Yael Dagan, Shahar Barami, Joseph Mermelstein, Shahar Ovadia, Noam Shomron, Varda Shalev, Raja-Elie E Abdulnour

“… Abstract BackgroundClinical problem-solving requires processing of semantic medical knowledge, such as illness scripts, and numerical medical knowledge of diagnostic tests for evidence-based decision-making. …”
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Functional Data Analysis for Prediction of Employee Presence by Nouhaila Goujili, Matthieu Saumard, Nicolas Cochard, Maher Jridi

“…The data on which we applied the different models is made available on <uri>https://github.com/goujilinouhaila-coder/Prediction-of-Employee-Presence-in-Smart-Workplaces</uri> along with the various scripts of the models.…”
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The Alberta Back Care Pathway: The feasibility of implementing a novel care pathway to improve low back pain management for family physicians in primary care. by Brandyn Powelske, Alice Kongsted, Allyson Jones, Gregory Kawchuk

“…<h4>Materials and methods</h4>Each of the 5 pathway streams provided physicians with information scripts, no-cost interventions (pharmaceuticals and otherwise) and interventions to avoid. …”
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Models for analyzing the complexity of English words in the text on the scale from A1 to C2 by М. Бєліков, Т. Ліхоузова, Ю. Олійник

“…The functionality is implemented using SQL scripts. Python programming language was used to write ETL processes, data analysis, creation, training and comparison of word complexity prediction models, Sqlite3, Lemminflect, NumPy, Seaborn, Matplotlib, SciPy, Sklearn, SpaCy and XGBoost libraries were used. …”
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Commissioning a clinical proton pencil beam scanning beamline for pre-clinical ultra-high dose rate irradiations on a cyclotron-based system by Jatinder Saini, Jatinder Saini, Danielle P. Johnson Erickson, François Vander Stappen, Matt Ruth, Matt Ruth, Sunan Cui, Sunan Cui, Vanessa Gorman, Séverine Rossomme, Ning Cao, Ning Cao, Eric C. Ford, Eric C. Ford, Juergen Meyer, Juergen Meyer, Charles Bloch, Charles Bloch, Tony Wong, Tony Wong, Clemens Grassberger, Ramesh Rengan, Ramesh Rengan, Jing Zeng, Jing Zeng, Marco Schwarz, Marco Schwarz

“…The field dose rates were determined through log files while scripting in TPS was used to estimate PBS dose rates. …”
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Automated self-service cohort selection for large-scale population sciences and observational research: The California teachers study researcher platform. by James V Lacey, Emma S Spielfogel, Jennifer L Benbow, Kristen E Savage, Kai Lin, Cheryl A M Anderson, Jessica Clague-DeHart, Christine N Duffy, Maria Elena Martinez, Hannah Lui Park, Caroline A Thompson, Sophia S Wang, Sandeep Chandra

“…Our platform empowers researchers everywhere to query, choose, review, and automatically and quickly receive custom data, analytic scripts, and documentation for their research projects. …”
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The impact of educational live action role-playing games on social–emotional competence: a mixed-method study with Chinese college students by Jiayi Zhang, Jing Xu, Muru Li

“…Based on quantitative and qualitative research, an explanatory sequential design was adopted to comprehensively identify the research findings.Results and DiscussionThe results demonstrated that, compared with the control group, the experimental group exhibited a significant increase in social–emotional competence. …”
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Is self-assessment of medical abortion using a low-sensitivity pregnancy test combined with a checklist and phone text messages feasible in South African primary healthcare setting... by Deborah Constant, Jane Harries, Kristen Daskilewicz, Landon Myer, Kristina Gemzell-Danielsson

“…Women were randomly assigned 1:1 to an instruction-only group (n = 262; issued with pre-scripted instructions on the low-sensitivity pregnancy test), or a demonstration group (n = 263; performed practice tests guided by lay health workers). …”
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INTEGRATED GRAPH-BASED TESTING PIPELINE FOR MODERN SINGLE-PAGE APPLICATIONS by Nataliia Golian, Varvara Tisheninova

“…Empirical evaluation on two large-scale SPAs demonstrates a 40 % reduction in manual test authoring effort and a 25 % increase in overall coverage metrics compared to traditional approaches.…”
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Development of Multimodal Physical and Virtual Traffic Reality Simulation System by Ismet Goksad Erdagi, Slavica Gavric, Aleksandar Stevanovic

“…This integration was achieved through the development of custom scripts in Python and C++ that enable real-time data exchange and synchronization between the platforms. …”
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