AAPS PK Assay Methodology Group
Date: 02-Aug-2024
Attendees: (24 attendees): Mark Ma; Tong-Yuan Yang; Dominic Warrino; Eric Wakskhull; Kelly Colletti, Rob Dodge, Sophia Xu, Lakshmi Amaravadi, Prachi Anand, Mark Arnold, Sharron Arrol, Bin Xu, Mehta Devangi, Sanjeev Bhardwaj; Sheldon Leung, Shoshana Oberstein, Niketa Jani, Katherine Malone, Martin Schmidt, Mitra Azadeh, Rache wang, Rupinder Phull; Wang Jin
Topic: Using AI - Natural Language Processing (NLP) in Bioanalysis: How can NLP help improve efficiency / reduce time and/or roles for certain tasks in Bioanalysis – Rob Dodge
1. NLP as an assistant for routine tasks (example: SOP writing)
2. AL for complicated data analysis:
a. The best way to do this is to use AI to write programs, such as R programs and Python programs.
b. Using machine learning to QC our data
3. NLP can provide expert-level “advice” and provide reasonable feedback.
The monthly gathering of the PK Assay Working Group, focusing on PK Methodologies for Biologics, Cell, and Gene therapies, provides an invaluable platform for industry experts to come together. During these meetings, we collaboratively share best practices, tackle emerging challenges, and exchange valuable experiences. The primary goal is to support each other in refining PK methodologies and facilitating successful filling and submission processes.