Mostrando 1,961 - 1,980 Resultados de 2,335 Para Buscar '"data science"', tiempo de consulta: 0.48s Limitar resultados
  1. 1961
    por Yu, Chaoran, Helwig, Ernest Johann
    Publicado 2021
    “…It arises at the intersection of data science and computer science and aims at the efficiency of computing algorithms. …”
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  2. 1962
    “…The generation of output metrics from input parameters lends itself to the use of data science and machine learning approaches in order to steer the design. …”
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  3. 1963
    “…To solve key biomedical problems, experimentalists now routinely measure millions or billions of features (dimensions) per sample, with the hope that data science techniques will be able to build accurate data-driven inferences. …”
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  4. 1964
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  11. 1971
    “…Recent advances in high-throughput sequencing technologies and data science have facilitated the development of precision medicine to treat cancer patients. …”
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  12. 1972
    por Kolyshkina, Inna, Simoff, Simeon
    Publicado 2021
    “…This limits the practicality of using ML in the health domain: the issues with explaining the outcomes of ML algorithms to medical practitioners and policy makers in public health has been a recognized obstacle to the broader adoption of data science approaches in this domain. This study builds on the earlier work which introduced CRISP-ML, a methodology that determines the interpretability level required by stakeholders for a successful real-world solution and then helps in achieving it. …”
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  13. 1973
  14. 1974
  15. 1975
    “…In machine learning and data science, feature selection is considered as a crucial step of data preprocessing. …”
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  16. 1976
    “…The results show that our method is a promising approach to the epidemic analysis from a data science viewpoint.…”
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  17. 1977
    “…The capabilities of natural language processing (NLP) methods have expanded significantly in recent years, and progress has been particularly driven by advances in data science and machine learning. However, NLP is still largely underused in patient-oriented clinical research and care (POCRC). …”
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  18. 1978
    “…Results: The following six priority recommendations were developed by the working group: 1) the creation of large richly phenotyped and harmonized knowledge networks of clinical, imaging, and multianalyte molecular data for sepsis and ARDS; 2) the implementation of novel trial designs, including adaptive designs, and embedding trial procedures in the electronic health record; 3) continued innovation in the data science and engineering methods required to identify heterogeneity of treatment effect; 4) further development of the tools necessary for the real-time application of precision medicine approaches; 5) work to ensure that precision medicine strategies are applicable and available to a broad range of patients varying across differing racial, ethnic, socioeconomic, and demographic groups; and 6) the securement and maintenance of adequate and sustainable funding for precision medicine efforts. …”
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  19. 1979
    por Gao, Jing, Pesaresi, Martino
    Publicado 2021
    “…Recently a set of such projections was produced using data-science-based simulations and the Shared Socioeconomic Pathways (SSPs). …”
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  20. 1980
    “…As an R‐based package, it also allows direct integration into this data science environment without requiring any programming knowledge. …”
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