التفاصيل البيبلوغرافية
| العنوان: |
sendigR: an R package to leverage the value of CDISC SEND datasets for cross-study analysis. |
| المؤلفون: |
Snyder, K., Ahmed, C. M. Sabbir, Ali, Md Yousuf, Butler, S., DeNieu, Michael, Houser, W., Paisley, B., Rosentreter, M., Wang, W., Larsen, B. |
| المصدر: |
Frontiers in Toxicology; 2024, p1-7, 7p |
| مصطلحات موضوعية: |
RELATIONAL databases, WEB-based user interfaces, DATABASES, PUBLIC-private sector cooperation, TOXICOLOGISTS |
| الشركة/الكيان: |
UNITED States. Food & Drug Administration |
| مستخلص: |
The CDISC Standard for Exchange of Nonclinical Data (SEND) data standard has created new opportunities for collaborative development of open-source software solutions to facilitate cross-study analyses of toxicology study data. A public-private partnership between BioCelerate and the FDA/Center for Drug Evaluation and Research (CDER) was established in part to develop and publicize novel methods to facilitate cross-study analysis of SEND datasets. As part of this work in collaboration with the Pharmaceutical Users Software Exchange (PHUSE), an R package sendigR has been developed to enable users to construct a relational database from a collection of SEND datasets and then query that database to perform cross-study analyses. The sendigR package also includes an integrated Python package, xptcleaner, which can be used to harmonize the terminology used in SEND datasets by mapping to CDISC controlled terminologies. The sendigR R package is freely available on the comprehensive R Archive Network (CRAN) and at https://github.com/phuseorg/sendigR. An R Shiny web application was included in the R package to enable toxicologists with no coding experience to perform historical control analyses. Experienced R programmers will be able to integrate the package functions into their own custom scripts/packages and potentially contribute improvements to the functionality of sendigR. [ABSTRACT FROM AUTHOR] |
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| قاعدة البيانات: |
Complementary Index |
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