“…To identify the most critical components needed for improvement of nutrient databases, food composition data were analyzed for quality, with completeness being the most important measure, and for FAIRness, how well the data conformed with the data science criteria of findable, accessible, interoperable, and reusable (FAIR). …”
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“…Advances in data science allow for sophisticated analysis of increasingly large datasets. …”
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“…Research with structured Electronic Health Records (EHRs) is expanding as data becomes more accessible; analytic methods advance; and the scientific validity of such studies is increasingly accepted. However, data science methodology to enable the rapid searching/extraction, cleaning and analysis of these large, often complex, datasets is less well developed. …”
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“…BACKGROUND: Nowadays, trendy research in biomedical sciences juxtaposes the term ‘precision’ to medicine and public health with companion words like big data, data science, and deep learning. Technological advancements permit the collection and merging of large heterogeneous datasets from different sources, from genome sequences to social media posts or from electronic health records to wearables. …”
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“…INTRODUCTION: The growth of data science has led to an explosion in new knowledge alongside various approaches to representing and sharing biomedical knowledge in computable form. …”
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“…Usually, a DSM service provided by utilities for consumers in an SG is based on cloud-centered data science analytics. However, such cloud-centered data science analytics service involved for DSM is mostly far away from on-site IoT end devices, such as DR switches/power meters/smart meters, which is usually unacceptable for latency-sensitive user-centric IoT applications in DSM. …”
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“…As we discuss different books and introductory course ideas, we focus on the needs of biology students, the inclusion of real-world problems and models, the role of technology, and the impact of data science. The paper is organized as follows: Sect. 1 provides some personal background with calculus dating back to the 1970s, and changes in calculus prior to BIO2010. …”
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“…We believe that the random shuffle method could be used in the cardiovascular field and in other data science problems when missing data and the narrow dataset cardinality represent an issue.…”
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“…To further refine the research method, it will be crucial to improve analysts’ skills, accumulate research examples, and advance data science. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s42979-022-01276-w.…”
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“…Topological data analysis (TDA) is an emerging field in mathematics and data science. Its central technique, persistent homology, has had tremendous success in many science and engineering disciplines. …”
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“…Researchers from academic and industry present their original work and exchange ideas, information, techniques and applications in the field of data science and analytics, artificial intelligence and expert systems, mobility, cloud computing, network security, and emerging technologies.…”
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“…This People of Data highlights the contributions of their work to the field and the critical role data science plays in research and the research community.…”
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“…While those quantities are of central importance in information theory, universal algorithms for their estimation are increasingly important in data science, machine learning, biology, neuroscience, economics, language, and other experimental sciences.…”
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“…The article previewed here provides readers with an excellent overview of the topic of motion capture with deep learning and will be of interest to the wider data science community.…”
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“…The short answer is, in being the Founding Dean of a new School of Data Science, what we do suddenly looks different.…”
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“…The Riffomonas YouTube channel is committed to teaching these scientists and others how to engage in reproducible research using modern data science tools.…”
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“…OBJECTIVE: The cross-disciplinary nature of data science can make no assumptions regarding the domain expertise of a particular scientist, whose interests may intersect multiple domains. …”
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