Towards an Environmental Measurement Cloud: Delivering Pollution Awareness to the Public by Federico Domínguez, Samuel Dauwe, Nguyen The Cuong, Dimitri Cariolaro, Abdellah Touhafi, Bart Dhoedt, Dick Botteldooren, Kris Steenhaut

“…Our DaaS platform implements a federated two-layer architecture to loosely couple together sensor networks deployed over a wide geographical area with web services. It offers several data access, discovery, and visualization services to the public while serving as a scientific tool for noise pollution research. …”
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Model description of combined numerical and stochastic groundwater flow in Bandung-Soreang Groundwater Basin, West Java, Indonesia by Achmad Darul, Dasapta Erwin Irawan, Prihadi Sumintadireja, Gumilar Ramadhan

“…Regionalized variable scenarios were applied to reduce estimation errors for certain areas, showing improved correlation. • Expected output: Results include: (1) Distribution maps of hydraulic conductivity; (2) Validation metrics and visualization comparing modeled to observed data; (3) Assessments of heterogeneous K values' impact on groundwater flow; (4) Recommendations for sustainable groundwater management practices.…”
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ROLE OF MODERN IMAGING TECHNIQUES IN ADDITIONAL VIZUALISATION OF BREAST CANCER: LITERATURE REVIEW by A. S. Ainakulova, D. R. Kaidarova, Zh. Zh. Zholdybai, N. I. Inozemtceva, M. O. Gabdullina, I. M. Karibayev

“…Despite advances in treatment of breast cancer, early-stage breast cancer detection is limited by screening mammography and often requires additional breast imaging.The purpose of the study was to analyze available data on modern imaging techniques of additional breast visualization used for improving breast cancer screening.Material and methods. …”
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Unveiling the immune microenvironment of complex tissues and tumors in transcriptomics through a deconvolution approach by Shu-Hwa Chen, Bo-Yi Yu, Wen-Yu Kuo, Ya-Bo Lin, Sheng-Yao Su, Wei-Hsuan Chuang, I.-Hsuan Lu, Chung-Yen Lin

“…Additionally, mySORT outperforms existing methods like CIBERSORT in accuracy and provides a wide range of data visualization features, such as hierarchical clustering and cell complexity plots. …”
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The Concept of a Digital Twin for the Wały Śląskie Hydroelectric Power Plant: A Case Study in Poland by Artur Machalski, Przemysław Szulc, Dominik Błoński, Aneta Nycz, Magdalena Nemś, Janusz Skrzypacz, Przemysław Janik, Zuzanna Satława

“…The digital twin architecture developed to address these issues features modular components, including data acquisition, data processing, visualization, and integration layers, emphasizing scalability, adaptability, and secure interoperability. …”
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DAGAN-Based Gait Features Augmentation for Ankle Instability Detection by Xin Liu, Yao Zhang, Yuwei Jiao, Bin Zheng, Qinwei Guo, Yuanyuan Yu, Aziguli Wulamu

“…The results show that the accuracy of the ConvLSTM model after data enhancement improves by 2.4%, and the accuracy of the TCN model after data enhancement improves by 7.47%. …”
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Rehabilitation & Sports Medicine by Winkert K, Kirsten J

“…A basic plausibility check should include adequate rest values and increases for a given workload rate of minute ventilation ( VE), oxygen consumption ( VO2) and respiratory exchange ratio (RER), using rules of thumb by Rhle. Before the final data interpretation is performed, e.g. ventilatory threshold or maximum oxygen consumption (VO2max) or VO2peak determination, again a plausibility check should be performed and the patients effort whether or not maximal should be determined.Consequently, a standard operating procedure for quality assurance and control, including an intuitive data visualization with thresholds for pass, fail or outliers and trends of concerns should be specifically defined, taught, and implemented in each facility.Key Words: CPET, Exercise Testing, Physical Fitness…”
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Physical condition preparation of combat sport athletes for fighting simulation in experimental research: coach perspective analysis by Trisnar Adi Prabowo

“…In addition, they must have a minimum coaching license at the national to international level, a bachelor's degree in sports science, and a high level of proficiency (black belt or equivalent). Data analysis uses narrative analysis methods to identify common themes and patterns that emerge from the data. …”
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USING THE ANYLOGIC ENVIRONMENT FOR MODELING AND ANALYSIS OF THE INFORMATION SECURITY AUDIT PROCESS by Kamilla M. Khuranova, Igor D. Kologorov, Sergey A. Reznichenko, Leonid N. Kessarinskiy

“…Input data from RTM Group includes statistical timelines for audit stages and incident frequency patterns. …”
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Workload and salary as determinants of pedagogical graduates’ employment by occupation by L. M. Nurieva, S. G. Kiselev

“…In the course of the analysis, the authors performed the calculation of measures of the statistical relationship between the studied variables and their graphic visualisation.Results. This study established a high level of pedagogical labour market segmentation by territorial and qualification-age criteria of employees. …”
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Instructional design of smart technology use in teacher digital educational environment by G. B. Sarzhanova, R. S. Bobesh, G. Zh. Smagulova, A. Turkel, N. B. Serikbayeva

“…The following categories of research methods were used to reach the goal set: 1) theoretical: cybernetics method, generalisation, analogy, abstraction, visualisation, modelling, and classification; 2) empirical: surveys and interviews techniques, as well as mathematical and statistical data analysis approaches. …”
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A Micro-Segmentation Method Based on VLAN-VxLAN Mapping Technology by Di Li, Zhibang Yang, Siyang Yu, Mingxing Duan, Shenghong Yang

“…As information technology continues to evolve, cloud data centres have become increasingly prominent as the preferred infrastructure for data storage and processing. …”
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A model for identifying project sprint tasks based on their description by Marina Grinchenko, Mykyta Rohovyi

“…Text expressions were classified based on the Bayesian classifier and neural classifiers. A visual representation of the data was implemented. …”
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A Semi-Supervised Multi-Region Segmentation Framework of Bladder Wall and Tumor with Wall-Enhanced Self-Supervised Pre-Training by Jie Wei, Yao Zheng, Dong Huang, Yang Liu, Xiaopan Xu, Hongbing Lu

“…The performance of the data-driven approach is highly dependent on the quality of the annotation and datasets, Therefore, in order to alleviate these problems and take full advantage of the potential of limited annotated and unlabeled data, we designed a semi-supervised multi-region framework for bladder wall and tumor segmentation. …”
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Validation of a Model Estimating the Budget Impact of Video Capsule Endoscopy for Surveillance of Crohn’s Disease in an Italian Center by Rhodri Saunders, Carlo Calabrese, Dania Gelli, Jason Davis, Rafael Torrejon Torres

“…The highest agreement was found for biologics, where Bayesian analysis estimated an 80.4% probability (95% CI: 72.2%-87.5%) that a decision maker would accept the result as an actual reflection of real-world data. Even where trend data diverged (eg, for surgery \[43.1% likelihood of acceptance, 95% CI: 33.7%-52.8%\]), the cumulative surgery count over 5 years was within the margin of error of the real-world data…”
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Development of the Korean enhanced recovery after surgery audit program by Soo-Hyuk Yoon, Jae-Woo Ju, Ho-Jin Lee, Jeesun Kim, Min Jung Kim, Ji Won Park, Do Joong Park, Seung Yong Jeong

“…Data entry for all patients was successfully completed, and the K-ERAS effectively captured and visualized perioperative data. …”
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A model for identifying project sprint tasks based on their description by Марина Гринченко, Микита Роговий

“…Text expressions were classified based on the Bayesian classifier and neural classifiers. A visual representation of the data was implemented. …”
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Exploring mobility patterns and social health of older Canadians living at home to inform decision aids about housing: A mixed-methods study. by Diogo Mochcovitch, Allyson Jones, Joshua Goutte, Karine V Plourde, Roberta de Carvalho Corôa, Marie Elf, Louise Meijering, Jodi Sturge, Pierre Bérubé, Stéphane Roche, Sabrina Guay-Bélanger, France Légaré

“…Daily journals were transcribed into an Excel spreadsheet and compared with GPS data. Overall analysis was guided hierarchically by qualitative data, utilizing verbatim narratives and visualization (activity space maps) to illustrate data convergence.…”
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Radio morphological changes in the femoral and tibial condyles in patients with arthrosis deformans of the knee by G. V. D’yachkova, N. V. Sazonova, T. A. Larionova, K. A. D’yachkov

“…Data postprocessing using the current visualization programs of working stations identifies minor bone structural changes that are also of importance in solving the tactical problems of medical and surgical treatments.…”
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Optical coherent tomography in diagnoses of peripheral retinal degenarations by O. G. Pozdeyeva, T. B. Shaimov, A. Yu. Galin, R. B. Shaimov, T. A. Shaimova, A. V. Zolotova, A. V. Fomin

“…The following morphometric data were studied: dimensions of the lesion (average length), retinal thickness along the edge of the lesion, retinal thickness at the base of the lesion and the vitreoretinal interface.Conclusion: Optical coherence tomography is a promising in vivo visualization method which is useful in evaluation of peripheral retinal degenerations, vitreoretinal adhesions and tractions. …”
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