MRI Radiomic Signature of White Matter Hyperintensities Is Associated With Clinical Phenotypes

MRI Radiomic Signature of White Matter Hyperintensities Is Associated With Clinical Phenotypes

ObjectiveNeuroimaging measurements of brain structural integrity are thought to be surrogates for brain health, but precise assessments require dedicated advanced image acquisitions. By means of quantitatively describing conventional images, radiomic analyses hold potential for evaluating brain heal...

Full description

Bibliographic Details
Main Authors: Martin Bretzner, Anna K. Bonkhoff, Markus D. Schirmer, Sungmin Hong, Adrian V. Dalca, Kathleen L. Donahue, Anne-Katrin Giese, Mark R. Etherton, Pamela M. Rist, Marco Nardin, Razvan Marinescu, Clinton Wang, Robert W. Regenhardt, Xavier Leclerc, Renaud Lopes, Oscar R. Benavente, John W. Cole, Amanda Donatti, Christoph J. Griessenauer, Laura Heitsch, Lukas Holmegaard, Katarina Jood, Jordi Jimenez-Conde, Steven J. Kittner, Robin Lemmens, Christopher R. Levi, Patrick F. McArdle, Caitrin W. McDonough, James F. Meschia, Chia-Ling Phuah, Arndt Rolfs, Stefan Ropele, Jonathan Rosand, Jaume Roquer, Tatjana Rundek, Ralph L. Sacco, Reinhold Schmidt, Pankaj Sharma, Agnieszka Slowik, Alessandro Sousa, Tara M. Stanne, Daniel Strbian, Turgut Tatlisumak, Vincent Thijs, Achala Vagal, Johan Wasselius, Daniel Woo, Ona Wu, Ramin Zand, Bradford B. Worrall, Jane M. Maguire, Arne Lindgren, Christina Jern, Polina Golland, Grégory Kuchcinski, Natalia S. Rost
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Neuroscience
Subjects:
stroke
cerebrovascular disease (CVD)
MRI
radiomics
machine learning
brain health
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.691244/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2021.691244/full

Similar Items