An uncertainty-aware, shareable, and transparent neural network architecture for brain-age modeling
Jan 1, 2022·
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0 min read
Tim Hahn
Jan Ernsting
Nils R. Winter
Vincent Holstein
Ramona Leenings
Marie Beisemann
Lukas Fisch
Kelvin Sarink
Daniel Emden
Nils Opel
Ronny Redlich
Jonathan Repple
Dominik Grotegerd
Susanne Meinert
Jochen G. Hirsch
Thoralf Niendorf
Beate Endemann
Fabian Bamberg
Thomas Kröncke
Robin Bülow
Henry Völzke
Oyunbileg Von Stackelberg
Ramona Felizitas Sowade
Lale Umutlu
Börge Schmidt
Svenja Caspers
Harald Kugel
Tilo Kircher
Benjamin Risse
Christian Gaser
James H. Cole
Udo Dannlowski
Klaus Berger
Abstract
The deviation between chronological age and age predicted from neuroimaging data has been identified as a sensitive risk marker of cross-disorder brain changes, growing into a cornerstone of biolog…
Type
Publication
Science Advances