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AMGET, an R-Based Postprocessing Tool for ADAPT 5

ADAPT 5 is a powerful modeling software for population pharmacokinetic and pharmacodynamic systems analysis, but provides limited built-in functionality for creating pre- and post-analysis diagnostic plots. ADAPT 5 Model Evaluation Graphical Toolkit (AMGET), an external package written in the open s...

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Detalles Bibliográficos
Autores principales: Guiastrennec, B, Wollenberg, L, Forrest, A, Ait-Oudhia, S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3731825/
https://www.ncbi.nlm.nih.gov/pubmed/23903464
http://dx.doi.org/10.1038/psp.2013.36
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author Guiastrennec, B
Wollenberg, L
Forrest, A
Ait-Oudhia, S
author_facet Guiastrennec, B
Wollenberg, L
Forrest, A
Ait-Oudhia, S
author_sort Guiastrennec, B
collection PubMed
description ADAPT 5 is a powerful modeling software for population pharmacokinetic and pharmacodynamic systems analysis, but provides limited built-in functionality for creating pre- and post-analysis diagnostic plots. ADAPT 5 Model Evaluation Graphical Toolkit (AMGET), an external package written in the open source R programming language, was developed specifically to support efficient postprocessing of ADAPT 5 runs, as well as NONMEM and S-ADAPT runs. Using interactive navigational menus, users of AMGET are able to rapidly create informative diagnostic plots enriched by the display of numerical and graphical elements with a high degree of customization using a simple settings spreadsheet. This article describes each feature of the AMGET package and illustrates how it allows users to utilize the powerful numerical routines of the ADAPT 5 package in a more efficient manner through the use of a simulated dataset and a simple pharmacokinetic model optimized using the maximum likelihood expectation maximization (MLEM) algorithm of ADAPT 5.
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spelling pubmed-37318252013-08-02 AMGET, an R-Based Postprocessing Tool for ADAPT 5 Guiastrennec, B Wollenberg, L Forrest, A Ait-Oudhia, S CPT Pharmacometrics Syst Pharmacol Original Article ADAPT 5 is a powerful modeling software for population pharmacokinetic and pharmacodynamic systems analysis, but provides limited built-in functionality for creating pre- and post-analysis diagnostic plots. ADAPT 5 Model Evaluation Graphical Toolkit (AMGET), an external package written in the open source R programming language, was developed specifically to support efficient postprocessing of ADAPT 5 runs, as well as NONMEM and S-ADAPT runs. Using interactive navigational menus, users of AMGET are able to rapidly create informative diagnostic plots enriched by the display of numerical and graphical elements with a high degree of customization using a simple settings spreadsheet. This article describes each feature of the AMGET package and illustrates how it allows users to utilize the powerful numerical routines of the ADAPT 5 package in a more efficient manner through the use of a simulated dataset and a simple pharmacokinetic model optimized using the maximum likelihood expectation maximization (MLEM) algorithm of ADAPT 5. Nature Publishing Group 2013-07 2013-07-31 /pmc/articles/PMC3731825/ /pubmed/23903464 http://dx.doi.org/10.1038/psp.2013.36 Text en Copyright © 2013 American Society for Clinical Pharmacology and Therapeutics http://creativecommons.org/licenses/by-nc-nd/3.0/ CPT: Pharmacometrics and Systems Pharmacology is an open-access journal published by Nature Publishing Group. This work is licensed under a Creative Commons Attribution-Noncommercial-No Derivative Works 3.0 License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/
spellingShingle Original Article
Guiastrennec, B
Wollenberg, L
Forrest, A
Ait-Oudhia, S
AMGET, an R-Based Postprocessing Tool for ADAPT 5
title AMGET, an R-Based Postprocessing Tool for ADAPT 5
title_full AMGET, an R-Based Postprocessing Tool for ADAPT 5
title_fullStr AMGET, an R-Based Postprocessing Tool for ADAPT 5
title_full_unstemmed AMGET, an R-Based Postprocessing Tool for ADAPT 5
title_short AMGET, an R-Based Postprocessing Tool for ADAPT 5
title_sort amget, an r-based postprocessing tool for adapt 5
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3731825/
https://www.ncbi.nlm.nih.gov/pubmed/23903464
http://dx.doi.org/10.1038/psp.2013.36
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