Synthetic Model Combination: A new machine‐learning method for pharmacometric model ensembling

Abstract When aiming to make predictions over targets in the pharmacological setting, a data‐focused approach aims to learn models based on a collection of labeled examples. Unfortunately, data sharing is not always possible, and this can result in many different models trained on disparate populati...

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Bibliographic Details
Main Authors: Alexander Chan, Richard Peck, Megan Gibbs, Mihaela van derSchaar
Format: Article
Language:English
Published: Wiley 2023-07-01
Series:CPT: Pharmacometrics & Systems Pharmacology
Online Access:https://doi.org/10.1002/psp4.12965