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Using deep learning to predict abdominal age from liver and pancreas magnetic resonance images

Authors :
Alan Le Goallec
Samuel Diai
Sasha Collin
Jean-Baptiste Prost
Théo Vincent
Chirag J. Patel
Source :
Nature Communications, Vol 13, Iss 1, Pp 1-13 (2022)
Publication Year :
2022
Publisher :
Nature Portfolio, 2022.

Abstract

Approaches to both determine abdominal age and identify risk factors for accelerated abdominal age will help delay the onset of several diseases. Here, the authors build an abdominal age predictor by training convolutional neural networks to predict abdominal age from liver and pancreas MRIs.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
13
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.281675bd120b443698218d57428ccb66
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-022-29525-9