Unraveling the role of data sharing in open finance diffusion: an evolutionary game approach on complex networks by Dongqing Chen, Chaoqun Ma, Liwei Zhang, Lijie Li

“…These findings offer global implications, demonstrating how strategic data sharing frameworks can drive financial innovation, financial inclusion, and consumer protection across diverse regulatory regimes.…”
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Evaluation of household assessment data collected by community health workers in Cape Town, South Africa by Robert Mash, Louiso Du Pisanie, Carla Swart, Ella van der Merwe

“…The aim was to analyse the household data and evaluate its contribution to a community diagnosis, its quality and any implications for the performance of CHWs. …”
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Enhanced Multi-Level Recommender System Using Turnover-Based Weighting for Predicting Regional Preferences by Venkatesan Thillainayagam, Ramkumar Thirunavukarasu, J. Arun Pandian

“…Furthermore, the proposed big data framework eliminates the forced integration of branch data into a centralized repository and avoids the complexities associated with data movement. …”
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Analysis of unintentional fatal drowning in Australia 2002-2022: Progress, challenges and data to inform prevention by Lauren Miller, Stacey Willcox-Pidgeon, Justin-Paul Scarr, William Koon

“…Objectives: The purpose of this study was to analyse 20 years of drowning data in Australia, using the Royal Life Saving – Australia National Fatal Drowning Database (NFDD). …”
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Cross-dimensional adaptivity research on a 3D earth observation data cube model by Yu Jinsongdi, Cui Zhanying, Baumann Peter, Tong Ruiju, Wei Dandan, Luo Yuan

“…This finding has significant implications in the field of EO data analysis, enabling seamless interaction between data cubes with different dimensions. …”
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Investigation of Treatment‐Related Disparities in Metastatic Pancreatic Cancer Patients Using Real‐World Data by Lavanya Aluri, Christina Brown, Anush Sridharan, Elizabeth Handorf, Kristen Sorice, Efrat Dotan, Shannon M. Lynch

“…Methods Utilizing real‐world United States data from the Flatiron Health electronic health record (EHR) derived, deidentified database, T2FT was defined as the difference between the diagnosis date of mPDAC and the initiation of first‐line systemic anticancer therapy in days; receipt of standard‐guideline concordant first‐line therapy was defined based on the National Comprehensive Cancer Network guidelines. …”
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Enhancing Data Collection Time Intervals and Modeling the Structural Behavior of Bridges in Response to Temperature Variations by Adrian Traian Rădulescu, Gheorghe M. T. Rădulescu, Sanda Mărioara Naș, Virgil Mihai Rădulescu, Corina M. Rădulescu

“…Viable solutions to make SHM more efficient include minimizing the costs of equipment, sensors, data loggers, data transmission systems, or monitoring data processing software. …”
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Costs and Outcomes of Clostridioides difficile Infections in Germany: A Retrospective Health Claims Data Analysis by Katharina Schley, Kirstin Heinrich, Jennifer C. Moïsi, Dennis Häckl, Dominik Obermüller, Gordon Brestrich, Christof von Eiff, Thomas Weinke

“…This has important implications for patients, healthcare providers, and the healthcare system.…”
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Influence of Nursing Time and Staffing on Medication Errors: A Cross-Sectional Analysis of Administrative Data by Mutsuko Moriwaki, Michiko Tanaka, Masayuki Kakehashi, Masato Koizumi, Hiromasa Horiguchi, Kenshi Hayashida

“…Data for 27,629 ward days with 88,475 patients were analyzed. …”
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Association of Polycystic Ovary Syndrome with Clinical, Physical, and Reproductive Factors: A Data-Driven Analysis by Ismat Ara Begum, A. S. M. Sanwar Hosen, Deepak Ghimire, Mi Jin Park

“…This study utilized a data-driven approach to analyze the associations between key factors, including age, weight, menstrual cycle length, Anti-Mullerian Hormone (AMH) levels, and follicle count, with PCOS prevalence. …”
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Data-driven vs. psychological personality temperaments: theoretical and clinical utility of personality measures in psychiatry by Abdelrahman S. Sawalma, Abdelrahman S. Sawalma, Abdelrahman S. Sawalma, Mahmud A. Sehwail, Jürgen Dammers, Jürgen Dammers, Mohammad M. Herzallah, Mohammad M. Herzallah

“…Our results could have wide implications for reexamining psychometric data to extract data-driven latent structures that can improve replicability, clinical utility, and cross-disciplinary inference.…”
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Bus driver deceleration behavior modeling at intersections using multi-source on-board sensor data by Yancheng Ling, Zhenliang Ma, Yuchen Song, Qi Zhang, Xiaoxiong Weng, Xiaolei Ma

“…Understanding the impact of various factors on bus deceleration behavior at intersections has important implications for bus operations control, management, and safety. …”
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The Burden of Comorbid Depression and Type 2 Diabetes: An Empirical Study Using Commercial Insurance Data by SangNam Ahn, Gang Han, McKenzie Beck, Wan-Ling Hsu, Samuel D. Towne, Matthew Lee Smith, Marcia G. Ory

“…In this study, we evaluate the burden of depression on diabetes management and quantify the financial implications of comorbid depression and diabetes. Methods: We performed propensity score matching on Texas commercial claims data (2016-2019) to match type 2 diabetes patients with depression (n = 613) to those without (n = 583). …”
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An Improved Size and Direction Adaptive Filtering Method for Bathymetry Using ATLAS ATL03 Data by Lei Kuang, Mingquan Liu, Dongfang Zhang, Chengjun Li, Lihe Wu

“…After applying refraction correction, the high accuracy of bathymetry was evidenced by a strong coefficient of determination (R<sup data-eusoft-scrollable-element="1">2</sup>) and a low root mean square error (RMSE) between the ICESat-2 bathymetry data and ALB data. …”
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Enhancing IoT security and healthcare data protection in the metaverse: A Dynamic Adaptive Security Mechanism by Saima Siraj Qureshi, Jingsha He, Nafei Zhu, Ahsan Nazir, Juan Fang, Xiangjun Ma, Ahsan Wajahat, Faheem Ullah, Sirajuddin Qureshi, Sahroui Dhelim, Muhammad Salman Pathan

“…This research aims to fortify the multifaceted ecosystem of the Metaverse, with a particular emphasis on securing IoT healthcare data. Ensuring the protection of health information within the extensive network of interconnected devices in the Metaverse is paramount. …”
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Targeted generative data augmentation for automatic metastases detection from free-text radiology reports by Maede Ashofteh Barabadi, Xiaodan Zhu, Wai Yip Chan, Amber L. Simpson, Richard K. G. Do

“…Automatic identification of metastatic sites in cancer patients from electronic health records is a challenging yet crucial task with significant implications for diagnosis and treatment. In this study, we demonstrate how advancements in natural language processing, namely the instruction-following capability of recent large language models and extensive model pretraining, made it possible to automate metastases detection from radiology reports texts with a limited amount of gold-labeled data. …”
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Interpreting whole-genome sequencing data during neonatal Klebsiella oxytoca complex outbreak management by Chiara Minotti, Elena Robinson, Pascal Schlaepfer, Christian Pohl, Daniel Goldenberger, Sven M. Schulzke, Peter Michael Keller, Julia Anna Bielicki

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Identifying emergency presentations of chronic liver disease using routinely collected administrative hospital data by Jessica King, Vikram Bains, James Doidge, Jan Van Der Meulen, Kate Walker, William Bernal

“…Evaluating their care and outcomes is a clinical research priority, but methods are needed to identify them in routine data. Methods: We analysed national administrative hospital data in the English National Health Service. …”
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The Concept Of Ulul Albab According To M. Quraish Shihab In Tafsir Al-Mishbah QS. Ali Imran Verse 190-191 And Its Implication On Character Education by Yunita Yunita, Raisa Zuhra Salsabila Awaluddin, Faris Al Muyassar

“…The primary data source is Tafsir Quraish Shihab and the secondary data sources are books, articles, and proceedings. …”
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Enhancing the performance of runoff prediction in data-scarce hydrological domains using advanced transfer learning by Songliang Chen, Qinglin Mao, Youcan Feng, Hongyan Li, Donghe Ma, Yilian Zhao, Junhui Liu, Hui Cheng

“…These improvements indicate that the DAformer model not only enhances prediction accuracy but also holds substantial practical implications for flood risk management and water resource planning in regions with limited data availability. …”
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