Model discovery approach enables non-invasive measurement of intra-tumoral fluid transport in dynamic MRI

• Published in: bioRxiv : the preprint server for biology
• Main Authors: Woodall, Ryan T, Esparza, Cora C, Gutova, Margarita, Wang, Maosen, Cunningham-Reynolds, Jessica, Brummer, Alexander B, Stine, Caleb, Brown, Christine, Munson, Jennifer M, Rockne, Russell C
• Format: Journal Article
• Language: English
• Published: United States 16.10.2023

Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is a routine method to non-invasively quantify perfusion dynamics in tissues. The standard practice for analyzing DCE-MRI data is to fit an ordinary differential equation to each voxel. Recent advances in data science provide an opportun...