News

Matthew Wiens, M.A.

Recent Posts

Thoughts on Machine Learning and AI from ACoP: Part Three

Posted by Matthew Wiens, M.A. on Dec 15, 2022 11:12:11 AM

Welcome to the final post of a three-part blog series reflecting on the ACoP (American Conference on Pharmacometrics) 13 meeting held October 30th - November 2nd, 2022.

In the previous (second) post of the series we explored machine learning (ML) methodologies, specifically, Shapley values to aid in interpreting ML models. In the first post we discussed the realistic goals, reasonable scope, and perspective on the effort required to integrate artificial intelligence/machine learning (AI/ML) in pharmacometrics. Today, we dive deeper into several specific applications of large-scale ML projects providing additional insights to pharmacometric projects. 

Pharmacometrics-specific ML approaches for classically challenging models 

Read More

Thoughts on Machine Learning and AI from ACoP: Part Two

Posted by Matthew Wiens, M.A. on Dec 9, 2022 2:50:31 PM

Welcome to the second post of a three-part blog series reflecting on the ACoP (American Conference on Pharmacometrics) 13 meeting held October 30th - November 2nd, 2022.

In the first post we discussed the realistic goals, reasonable scope, and perspective on the effort required to integrate artificial intelligence/machine learning (AI/ML) in pharmacometrics. If you missed the first post of this series or need a refresher, check it out here.

Read More

Thoughts on Machine Learning and AI from ACoP: Part One

Posted by Matthew Wiens, M.A. on Nov 29, 2022 4:41:21 PM

This is a three-part blog series reflecting on the ACoP (American Conference on Pharmacometrics) 13 meeting held October 30th - November 2nd, 2022.

Several weeks ago I finally had the opportunity to attend my first ACoP in person after the pandemic, and I was especially excited for the talks and discussions around artificial intelligence/machine learning (AI/ML) in pharmacometrics. After reflecting on the conference I noticed some themes, which tie in nicely with the internal MetrumRG discussions, projects, and viewpoint on AI/ML. 

Read More
Content not found

We love to share!

Please take advantage of the content we provide here. Our goal is to help, encourge, and inspire you in your own work! If you have suggestions for blog topics, or would like to co-author a blog post with us, let us know!

Subscribe to Email Updates

Recent Posts