Comprehensive analysis of risk factors and nomogram development for predicting hepatic metastasis following radical resection of adenocarcinoma of the esophagogastric junction by Lili Deng, Jie Sun, Jing Wang, Xiaokai Duan, Baozhong Li

“…Methods This retrospective study analyzed data from 524 patients with AEG who underwent radical resection, with patients randomly divided into a training group (368 cases) and a validation group (156 cases). …”
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Transcriptome and Metabolome Combined Analysis Reveals Key Genes Controlling Soluble Sugar Metabolism in Persimmon Fruit During Development by Sichao Yang, Meng Zhang, Ming Zeng, Lei Xu, Chaohua Zhou, Xinlong Hu

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Development of a high-performing, cost-effective and inclusive Afrocentric predictive model for stroke: a meta-analysis approach  by M Nweke, P Oyirinnaya, P Nwoha, SB Mitha, N Mshunqane, N Govender, M Ukwuoma, SC Ibeneme

“…Most validated prediction models do not include data from African populations and may not be appropriate for the region. …”
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Novel multi-omics analysis revealing metabolic heterogeneity of breast cancer cell and subsequent development of associated prognostic signature by Peng Zhang, Cuicui Li, Fen Li, Jiezhong Wu, Kunpeng Hu, He Huang

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Diarrhea Management in children of Developing Countries by Mothers and General Practitioners by Farhan Muhammad Qureshi, Anne Krayer, Tahira Zamir

“…A thematic approach was used for the analysis of the data and narrative synthesis methodology to summarise the review findings. …”
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Comprehensive multi-omics analysis uncovers potential risks of aged sperm on offspring development after short-term storage by Yu Cheng, Songpei Zhang, Sayyed Mohammad Hadi Alavi, Rigolin Nayak, Swapnil Gorakh Waghmare, Nururshopa Eskander Shazada, Deepali Rahi Roy, Zhijun Ma, Otomar Linhart, Zuzana Linhartová

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Expert Experiences in Anonymizing Personal Data and Its Use as Open Data: Qualitative Insights by Norbert Lichtenauer, Johann Guggumos, Matthias Kampmann, Juliane Kis, Florian Laumer, Elena März, Florian Wahl, Sebastian Wilhelm

“…Following a pretest, 19 interviews were conducted with diverse stakeholders from healthcare institutions, research organizations, public authorities, and private companies. The collected data were analyzed using Kuckartz’s structural content analysis methodology, supported by qualitative analysis software. …”
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Hypertension, diabetes, and cardiovascular disease nexus: investigating the role of urbanization and lifestyle in Cabo Verde by Aaron Kobina Christian, Akosua Afriyie Osei-Appaw, Ruth Tobi Sawyerr, Martin Wiredu Agyekum

“…A logit regression model was employed to examine the correlations of cardiovascular disease, while structural equation modeling and interaction analysis were used to identify mediators and moderators within the explored relationships. …”
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Transcriptome dynamics along with expression analysis of key genes involved in fiber development between Gossypium barbadense and Gossypium darwinii by Allah Ditta, Xiaoyan Cai, Muhammad Shehzad, Sajid Fiaz, Yanchao Xu, Yuqing Hou, Zunaira Anwar, Aqsa Ijaz, Najla B. S. Al-Saud, Fang Liu, Kunbo Wang, Baohua Wang, Baohong Zhang, Ahmed M. Ramadan, Muhammad Kashif Riaz Khan, Zhongli Zhou

“…The expression quantity of RNA sequencing data, 31 genes were found common throughout all stages of DPAs in Gossypium darwinii 5–7 whereas, 377 genes were common in Gossypium barbadense XH-18 at 0, 5, 10, 15, 20, and 25 DPA stages of fiber development. …”
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School nutrition programs in Dubai: a landscape analysis by Reem AlGurg, Reem AlGurg, Nour Abu Mahfouz, Farah Otaki, Farah Otaki, Agnes Paulus, Agnes Paulus, Amar Hassan Khamis, Mohamad Alameddine

“…The data were analyzed using SPSS; descriptive analysis consisted of computing the proportions for all the variables. …”
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Short-term Survival of Acute Respiratory Distress Syndrome Patients at a Single Tertiary Referral Centre in Indonesia by Zulkifli Amin, Hasna Afifah, Chrispian Oktafbipian Mamudi

“…We conducted the study for 10 months and data was extracted from medical records between October 2015 and August 2016. …”
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Short-term Survival of Acute Respiratory Distress Syndrome Patients at a Single Tertiary Referral Centre in Indonesia by Zulkifli Amin, Hasna Afifah, Chrispian Oktafbipian Mamudi

“…We conducted the study for 10 months and data was extracted from medical records between October 2015 and August 2016. …”
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The telecommunications customer service model based on big data and data fusion strategy research by Yongmei Gao, Chunhua Ju, Fuguang Bao

“…The user characteristics model was designed by analyzing a large number of mobile users data sources and characteristics, and mobile user service model with the context analysis was built. …”
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Enhancing Clinical Data Infrastructure for AI Research: Comparative Evaluation of Data Management Architectures by Richard Gebler, Ines Reinecke, Martin Sedlmayr, Miriam Goldammer

“…MethodsWe developed a comprehensive analysis framework that integrates aspects of data governance with technical performance criteria. …”
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Probabilistic coupled EV‐PV hosting capacity analysis in LV networks with spatio‐temporal modelling and copula theory by Chathuranga D. W. Wanninayaka Mudiyanselage, Kazi N. Hasan, Arash Vahidnia, Mir Toufikur Rahman

“…The proposed models have been validated using actual EV charging and PV generation data from 36 Australian EV users over 1 year. Power flow simulation with actual data and modelled data have identified EV‐only and coupled EV‐PV hosting capacities in an Australian LV test network. …”
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Balancing Predictive Performance and Interpretability in Machine Learning: A Scoring System and an Empirical Study in Traffic Prediction by Fabian Obster, Monica I. Ciolacu, Andreas Humpe

“…Further research should extend this analysis to unstructured data, explore different interpretability methods, and develop new metrics for evaluating the trade-off across diverse contexts.…”
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Inappropriate use of propranolol among medical students in Palestine: cross-sectional study by Omar Younis, Mohammad Taleb Abed, Yaqoot Anabseh, Suha Hamshari, Mahfouz Ktaifan, Sa’ed H. Zyoud

“…The data collection period extended from August to September 2023. …”
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Entrepreneurship as a driver of economic development by Tatia Zarkua, Wim Heijman, Irena Benešová, Mikhail Krivko

“…Spanning the 2015-2019 period, our analysis incorporated data from 98 countries. Recognising the potential endogeneity concerns associated with specific independent variables, we implemented the instrumental variables (IV) approach, employing the two-stage least squares (2SLS) method to mitigate this potential bias. …”
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Role of Village Women in Empowerment Programs As a Development Achievement (Studies at a Women's School in Kesambenkulon Village, Kec. Wringinanom Kab. Gresik) by Hidayatus Sholihah, Siti Kholifah, Wike Wike

“…In conducting this study, the researcher used the ACTORS theory offered by Sarah Cook and Sara H. Longwe's gender analysis. The method used in this study is a descriptive qualitative approach, where in collecting data, the researcher uses in-depth interviews (interviews), observation, and documentation. …”
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Use It or Lose It: Facilitating the Use of Interactive Data Apps in Psychological Research Data Sharing by Franziska Usée, Christiane A. Melzig, Dirk Ostwald

“…The second use case concerns the familiarization with data analysis workflows that are characteristic of natural language processing (NLP). …”
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