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An exploratory data analysis (EDA) methodology was used to extract meaningful data, and the structure of the environmental mutation data was identified through mutagenesis cluster analysis, which used the K-means algorithm to classify specimens that had undergone ecological mutations into clusters [ 16].
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Studies including at least five patients and reporting clinical outcome data were identified through searches in Medline, Embase, the Cochrane Controlled Trials Register, other databases and checking of bibliographies.
Analytic data is identified through subject ID numbers.
The second step involves generating initial codes where features of the data are identified through the codes (25).
Main concepts and themes within the data were identified through a combination of open coding and thematic analysis.
Diagnosis of CDI and other post-transplant outcome data were identified through the electronic database and confirmed with subsequent chart review.
These data are identified through conventional data searches and with the assistance of ministries of health, non-governmental organizations and local academic institutions, which are typically represented among the stakeholders, and in our experience, which has primarily focused on HIV/AIDS in low- and middle-income countries, there are large amounts of data available.
While collecting behavioral data, each observation area was identified through ecological data specifying the sampling conditions: the date, time, geodetic coordinates, temperature and humidity, leaf litter temperature, luminosity, wind speed, and specific comments related to the state of the weather.
SNPs with validated frequency data were identified in January 2004 through the dbSNP database.
Cellular networks arising from the gene expression data were identified and established through the use of IPA (Ingenuity Systems, http://www.ingenuity.com).com
Yahoo began assigning articles "specifically in response to audience needs, whether it was identified through search data, clickthrough data," or manually by editors.
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CEO of Professional Science Editing for Scientists @ prosciediting.com