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Deep Learning to Predict Neonatal and Infant Brain Age from Myelination on Brain MRI Scans

Authors :
Chen, Joshua Vic
Chaudhari, Gunvant
Hess, Christopher P.
Glenn, Orit A.
Sugrue, Leo P.
Rauschecker, Andreas M.
Li, Yi
Source :
Radiology; December 2022, Vol. 305 Issue: 3 p678-687, 10p
Publication Year :
2022

Abstract

A deep learning model that evaluates myelination patterns can predict the gestationally corrected age of neonates and infants on the basis of T1- and T2-weighted MRI scans of the brain.

Details

Language :
English
ISSN :
00338419 and 15271315
Volume :
305
Issue :
3
Database :
Supplemental Index
Journal :
Radiology
Publication Type :
Periodical
Accession number :
ejs61180042
Full Text :
https://doi.org/10.1148/radiol.211860