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    Big data analytics in healthcare: data sources, tools, challenges, and opportunities by Mohammed Badawy, Nagy Ramadan, Hesham Ahmed Hefny

    Published 2024-12-01
    “…Second, how can Big Data sources and Big Data processing frameworks be integrated to enhance healthcare prediction accuracy? …”
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    Article
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    Adaptive integrated weight unsupervised multi-source domain adaptation without source data by Zhirui Wang, Liu Yang, Yahong Han

    Published 2025-04-01
    “…Finally, multiple target models are integrated to predict the label for unlabeled target data. Extensive experiment results on some benchmark datasets and generated adversarial samples demonstrate that our approach outperforms existing UMDA methods, even though some methods can always access source data.…”
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    Assessing Sources of Variability in Microarray Gene Expression Data by Susan E. Spruill, Jun Lu, Sarah Hardy, Bruce Weir

    Published 2002-10-01
    “…Data obtained from a microarray experiment designed as a feasibility test provided a unique opportunity to partition and quantify several sources of variation that are likely to be present in most microarray experiments. …”
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    About some Controversial Stories Related to the Campaign of Chormagan in Iran in Muslim Sources by Timokhin D.M.

    Published 2022-06-01
    “…Research results and novelty: The analysis of information from the Muslim sources in this article allowed, first of all, to cast doubt on some conclusions present in the most famous reconstruction of Chormagan’s biography, written by Timothy May. …”
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    The Site of Kombak-te (Northern Caspian): Some New Data by Aleksandr A. Vybornov, Natalya S. Doga

    Published 2024-05-01
    “…The latter was investigated in 1989 but only some pottery data were published. The article is the first to introduce into scientific circulation and analyze stone artifacts excavated on the site. …”
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    The value of source data verification in a cancer clinical trial. by Catrin Tudur Smith, Deborah D Stocken, Janet Dunn, Trevor Cox, Paula Ghaneh, David Cunningham, John P Neoptolemos

    Published 2012-01-01
    “…<h4>Background</h4>Source data verification (SDV) is a resource intensive method of quality assurance frequently used in clinical trials. …”
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    Measuring concordance of data sources used for infectious disease research in the USA: a retrospective data analysis by Maimuna S Majumder, Sherri Rose, Marika Cusick

    Published 2023-02-01
    “…Some data sources, such as billing claims data, may be unsuitable for epidemiological research within the infectious disease context.…”
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    Sources and Use of Bicycle Traffic Data in Research and Urban Mobility Management by Emilia Teresa Skupień, Szymon Fierek

    Published 2025-04-01
    “…Moreover, while some cities employ advanced technologies such as automated counters, others rely on fragmented or irregular data sources. …”
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    Research on Multi-source Place Name Data Integration and Update Methods by S. Lin, X. Du, X. Guan, M. Xu, X. Liang, J. Chen, C. Wu, X. Zhou

    Published 2025-07-01
    “…The research findings have been tested in some national regions and can provide a reference for the production and updating of place names data worldwide.…”
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    Privacy-Preserving Substring Search on Multi-Source Encrypted Gene Data by Shiyue Qin, Fucai Zhou, Zongye Zhang, Zifeng Xu

    Published 2020-01-01
    “…However, they mainly focus on single-source gene data, not suitable for handling multi-source gene data because of some practical weaknesses. …”
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    Understanding the quality of ethnicity data recorded in health-related administrative data sources compared with Census 2021 in England. by Cameron Razieh, Bethan Powell, Rosemary Drummond, Isobel L Ward, Jasper Morgan, Myer Glickman, Chris White, Francesco Zaccardi, Jonathan Hope, Veena Raleigh, Ashley Akbari, Nazrul Islam, Thomas Yates, Lisa Murphy, Bilal A Mateen, Kamlesh Khunti, Vahe Nafilyan

    Published 2025-02-01
    “…<h4>Background</h4>Electronic health records (EHRs) are increasingly used to investigate health inequalities across ethnic groups. While there are some studies showing that the recording of ethnicity in EHR is imperfect, there is no robust evidence on the accuracy between the ethnicity information recorded in various real-world sources and census data.…”
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    The regulatory control over radiation sources: the Brazilian experience and some lessons learned from industrial applications by Evaldo Luiz Correa da Costa, Joana D'Arc Ramos Lopes Gomes, Rogério dos Santos Gomes, Mara Lucia de Lara Costa, Zieli Dutra Thomé Filho

    Published 2019-02-01
    “…Some challenges of managing the national radiation sources register systems will be discussed, in order to cover effectively all the radiation source history (in a ‘from the cradle to the grave’ basis), and the dynamic maintenance and update of these data. …”
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    Chemometric representation of molecular marker data of some Niger Delta crude oils by Mudiaga Chukunedum Onojake, Selegha Abrakasa, Leo Chigbu Osuji

    Published 2015-06-01
    “…Data are easily discerned and interpreted. Molecular maker parameters of some crude oils from the Nigerian’s Delta region are chemometrically expressed after data treatment using multivariate statistical analyses, other graphical representations were the star diagram and triangular (ternary) plot. …”
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    Evapotranspiration-Based Irrigation for Agriculture: Sources of Evapotranspiration Data for Irrigation Scheduling in Florida by Isaya Kisekka, Kati Migliaccio, Michael D. Dukes, Bruce Schaffer, Jonathan H. Crane, Kelly Morgan

    Published 2010-04-01
    “…Crane, and Kelly Morgan, lists some of the public sources of ETo data for irrigation scheduling in Florida. …”
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