Association of ambient sulfur dioxide with stroke incidence among residents of Shanghai: a time-series analysis of incidence registration and monitoring data from 2017 to 2021 by Yuzhuo WANG, Xuena LA, Mengyin WU, Yingquan WANG, Danni LIU, Qundi YANG, Yang ZHENG, Yan SHI

“…Multi-day lag model analysis yielded results consistent with those from the single-day lag analysis: 1. …”
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Data-enhanced revealing of trends in Geoscience by Zhao Yu, Wang Meng, Ding Jiaxin, Qi Jiexing, Wu Lyuwen, Zhang Sibo, Fu Luoyi, Wang Xinbing, Cheng Li

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Emergency department mental health presentations in bushfire-, flood-, storm-, drought-, and COVID-19-affected areas: Analysis of growth models between 2017 and 2021 by Samineh Sanatkar, Samuel B. Harvey, Andrew Mackinnon, Richard Bryant, Grant Sara

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DATA SCIENCE, CANCER AND SEQUENCING ANALYSES by Mehmet Baysan

“…Data science aims to utilize digital data to develop solutions to improve human life. …”
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An Exploration of Consistency Learning with Data Augmentation by Connor Shorten, Taghi M. Khoshgoftaar

“…Nearly all of these successes require very large manually annotated datasets. Data augmentation has enabled Supervised Learning with less labeled data, while avoiding the pitfalls of overfitting. …”
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Perception of land rights, village industrial development, and household entrepreneurial behavior—evidence from non-farm entrepreneurship in rural China by Yiqing Weng, Shuifu Wang

“…Therefore, we analysed the mechanisms influencing farmers’ entrepreneurial behavior from two aspects: farmers’ internal psychological perception of the stability of land rights and the driving role of village-level industrial development.MethodsOur analysis is based on data from a sample of 2356 farmers in Jiangsu Province, China, and uses mathematical modeling and binary logic modeling methods.ResultsThe results show that the regression coefficient for the perception of land rights on farmers’ entrepreneurial behavior is 0.573; the regression coefficient for village industrial development on farmers’ entrepreneurial behavior is 1.480; and the regression coefficient for the interaction term between perception of land rights and village industrial development on farmers’ entrepreneurial behavior is 0.361. …”
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Artificial Intelligence for Unstructured Data Processing by Yohanes Bowo Widodo, Febrianti Widyahastuti, Mohammad Narji, Sondang Sibuea

“…This study will be conducted in several stages including data collection, data processing, model development, and evaluation of results. …”
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Advanced techniques for fusion data visualisation by Nitesh Bhatia, Rui Costa, Samuel Jackson, Nathan Cummings, Stanislas J. P. Pamela, Shaun de Witt, Alejandra N. Gonzalez Beltran, Robert Akers

“…The research and development of fusion energy technology is becoming increasingly complex and involving large amounts of diverse data like engineering CAD models, multi-physics simulations, and AI-based diagnostics. …”
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Big data in corporate financial management by S.M. Kanyhin

“…The main tasks are to analyze the sources of big data and existing technological solutions, evaluate the effectiveness of relevant solutions in reducing financial risks, and develop recommendations for their integration into the financial management of companies. …”
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Development application of FMEA risk assessment model for indoor air pollutants in healthcare organizations: Focus on suspended particles and bioaerosols in hospitals by Mahbubeh Tangestani, Ahmad Jonidi Jafari, Majid Kermani, Roshanak Rezaei Kalantary

“…This study aimed to develop the Failure Mode and Effects Analysis (FMEA) and Decision Matrix Risk Assessment (DMRA) technique for the first time to assess risks associated with particulate matter (PM) and bioaerosol transmission in hospitals. …”
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Development and validation of the multidimensional machine learning model for preoperative risk stratification in papillary thyroid carcinoma: a multicenter, retrospective cohort s... by Jia-Wei Feng, Lu Zhang, Yu-Xin Yang, Rong-Jie Qin, Shui-Qing Liu, An-Cheng Qin, Yong Jiang

“…Subgroup analysis showed superior performance in tumors > 1 cm and patients without extrathyroidal extension. …”
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Updating theoretical frameworks in body dysmorphic disorder: A systematic review and meta-analysisCapsule Summary by En Qi Toh, MBBS, Matthias Yi Quan Liau, MBBS, Oliver Suendermann, PhD, Anthony Bewley, BA (hons), MB ChB, Ellie Ci-En Choi, MBBS, MRCP

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Technology for collecting and analyzing relational data by E. N. Fedorova, G. M. Ruzhnikov, R. K. Fedorov

“…The article describes the technology developed and tested for operational data collection and analysis using "Faramant" system. …”
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Analysis of the Evolution of Social Competence in Students Through Research Methods Based on Neutrosophic Sets by Huberto Tito Hinostroza Robles, María Teresa Cabanillas López, Fidel Denis Huasco Espinoza

“…The applied methodology includes data collection through surveys and analysis of this data using neutrosophic techniques to capture the complexities and ambiguities inherent in the assessment of social skills. …”
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Options for micro-mobility data visualization by Nikola Koktavá, Jiří Horák

“… The growth in technology has led to the enhancement of open data sources and the development of user-friendly open-source visualization and analysis tools. …”
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Association and application in XDR and MR data by Tao LIU, Tao WU, Bin WANG

“…Based on the XDR and MR data records of O domain and combining with the development and practice in big data and machine learning technologies,the analysis of impact factors of correlation rate and accuracy was described in detail via practice with the help of technology of association of XDR and MR data records.By means of the integration of machine learning technology and fingerprint localization algorithm,the position accuracy was promoted constantly using the random forest algorithm,and the rasterization of associated data was realized.Simultaneously,the innovative application scenarios and directions applied to planning,network,customer and market were proposed.Finally,to verify the prospect of the association of XDR and MR data records,two examples in network construction,maintain and market were enumerated.…”
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Data caching technologies in modern microprocessors by V. A. Egunov, V. A. Shabalovsky

“…The article presents the results of the analysis of various approaches to the development of efficient software taking into account the characteristics of the memory subsystem of the computing system, which made it possible to prove the importance of cache memory in improving the performance and interaction of computer components. …”
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Nexus between Financial Performance and Stock Prices during the COVID-19: Evidence from Indonesian Islamic Banks by Naili Rahmawati, Rusman Azizoma, Muhammad Muhajir Aminy, Bintang Pratiwi, Mohamed Saleem Ahamed Riyad Rooly

“…Method: Using a quantitative approach, panel data regression analysis was conducted on a purposively selected sample of Islamic banking companies. …”
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Quality assessment of real-world data by V. G. Borovskaya, Y. M. Gomon

“…Recently, the development of a methodology for obtaining evidence of clinical efficacy and safety of medical technologies based on the collection and analysis of real clinical practice data (real-world data; RWD; real-world evidence; RWE) has become extremely relevant. …”
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STATISTICAL EVALUATION OF FATIGUE DATA OF COMPONENTS by Chi Nghia Chung, Zoltan Major

“…Using the statistics program JMP, the aquired data was subjected to a reliability analysis in order to ensure the plausibility, validity and accuracy of the measured values.…”
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