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

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 populations, lead...

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Detalles Bibliográficos
Autores principales: Chan, Alexander, Peck, Richard, Gibbs, Megan, van der Schaar, Mihaela
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349196/
https://www.ncbi.nlm.nih.gov/pubmed/37042155
http://dx.doi.org/10.1002/psp4.12965