ACoP13_NLME_Workshop

Pumas NLME workshop material for ACoP 13

Workshop Title

Pumas for non-linear mixed effects modeling

Instructors

• Vijay Ivaturi
• Jose Storopoli
• Andreas Noack
• Patrick Mogensen
• Brooke Langevin
• Lindsey Floryance

Workshop Outline

October 29, 2022

• 08:30 - 08:50 - Everyone - Setting up the workspace
• 08:50 - 09:15 - Jose - JuliaHub - Instances and File Explorer
• 09:15 - 10:00 - Brooke - NCA
• 10:00 - 10:15 - Coffee break
• 10:15 - 10:45 - Lindsey - Bioequivalence
• 10:45 - 12:30 - Lindsey - Population Pharmacokinetic modeling Part 1 - Overview of Pumas and Pumas Workflow
• 12:30 - 13:30 - Lunch break
• 13:30 - 14:30 - Brooke - Population Pharmacokinetic modeling Part 2 - Iterative Model Building
• 14:30 - 14:45 - Coffee break
• 14:45 - 15:30 - Jose - Population Pharmacokinetic modeling Part 3 - Absorption Models

October 30, 2022

• 08:00 - 09:30 - Patrick - Model Diagnostics
• 09:30 - 09:45 - Coffee break
• 09:45 - 11:30 - Vijay - Sequential PKPD
• 11:30 - 12:30 - Lunch break
• 12:30 - 13:30 - Andreas - Beyond Gaussian
• 13:30 - 14:30 - Andreas - Time to Event
• 14:30 - 14:45 - Coffee break
• 14:45 - 16:00 - Jose - Data Wrangling
• 16:15 - 17:00 - Niklas & Vijay - Sneak peek into DeepPumas