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--- | ||
author: Matt Fidler, Bill Denney, Mirjam Trame, Theo Papathanasiou, Justin Wilkins | ||
categories: | ||
- workshop | ||
date: "2024-11-14" | ||
draft: false | ||
event: ACoP (2024) | ||
event_url: "https://www.go-acop.org/default.asp?id=46&keuze=meeting&mid=21" | ||
excerpt: This is the course at ACoP in Phoenix, Arizona on 11 November 2024. | ||
featured: true | ||
layout: single | ||
links: | ||
- icon: door-open | ||
icon_pack: false | ||
name: website | ||
url: https://acop2024.eventscribe.net/agenda.asp?startdate=11/14/2024&enddate=11/14/2024&BCFO=&pfp=BrowsebyDay&fa=&fb=&fc=&fd= | ||
- icon: github | ||
icon_pack: fab | ||
name: code | ||
url: https://github.com/nlmixr2/courses/tree/main/ACoP2024 | ||
- icon: file-powerpoint | ||
icon_pack: fa | ||
name: powerpoint | ||
url: https://github.com/nlmixr2/courses/raw/main/ACoP2024/Tutorial-nlmixr2_ACoP15.pptx | ||
location: "Phoenix, Arizona USA" | ||
show_post_time: true | ||
subtitle: "ACoP 2024" | ||
title: "Using Past Models to Bridge to Open Models and Open Science using nlmixr2" | ||
--- | ||
|
||
## Workshop target audience | ||
|
||
Pharmacometricians/modelers with basic knowledge on model building, | ||
evaluation and qualification. Knowledge of `nlmixr2`, `Monolix` and/or | ||
`NONMEM` helpful. Basic knowledge of writing and executing R scripts | ||
is required. | ||
|
||
## Workshop overview | ||
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Open science is a movement to make science available to all levels of | ||
society. The science in much of population-based pharmacometrics in | ||
the past has been focused on developing nonlinear mixed effects models | ||
in proprietary tools like `NONMEM` and `Monolix`. This makes it necessary | ||
to have licenses of whatever tool is being used to be able to explore | ||
models with your data. Special populations in low to middle income | ||
countries may not have access to these tools which makes analysis of | ||
additional clinical data in these regions more challenging. This | ||
tutorial discusses automated methods to import `NONMEM` and `Monolix` into | ||
the open-source framework `rxode2` and `nlmixr2` using packages like | ||
`nonmem2rx`, `monolix2rx` and `babelmixr2`. Once converted, you can use | ||
these models to make patient-based adaptive dosing decisions, simulate | ||
other dosing scenarios and even use the model to analyze new data and | ||
explore any regional differences in drug effect. | ||
|
||
## Learning Objectives | ||
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||
- Participants learn the basics of how a `nlmixr2`/`rxode2` model is | ||
written and can write a model themselves. | ||
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- Participants will know how to import `NONMEM` and `Monolix` models into | ||
the nlmixr2/rxode2 model function using `nonmem2rx` and `monolix2rx` | ||
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- Upon completion, participants will know how to simulate new dosing | ||
scenarios using `rxode2` | ||
|
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- Upon completion, participants will know how to (re-)estimate new | ||
data using `nlmixr2` | ||
|
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- Participants will learn how to use imported models to design new | ||
studies using `babelmixr2` and `PopED` | ||
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- Participants learn how to individualize dosing clinically using | ||
`posologyr` | ||
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## Workshop materials | ||
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The materials for the course are available in the [nlmixr2 courses repository](https://github.com/nlmixr2/courses/blob/main/ACoP2024/). |