Multiclass prediction of different dementia syndromes based on multi-centric volumetric MRI imaging

Multiclass prediction of different dementia syndromes based on multi-centric volumetric MRI imaging

Introduction: Dementia syndromes can be difficult to diagnose. We aimed at building a classifier for multiple dementia syndromes using magnetic resonance imaging (MRI). Methods: Atlas-based volumetry was performed on T1-weighted MRI data of 426 patients and 51 controls from the multi-centric German...

Full description

Bibliographic Details
Main Authors: Leonie Lampe, Hans-Jürgen Huppertz, Sarah Anderl-Straub, Franziska Albrecht, Tommaso Ballarini, Sandrine Bisenius, Karsten Mueller, Sebastian Niehaus, Klaus Fassbender, Klaus Fliessbach, Holger Jahn, Johannes Kornhuber, Martin Lauer, Johannes Prudlo, Anja Schneider, Matthis Synofzik, Jan Kassubek, Adrian Danek, Arno Villringer, Janine Diehl-Schmid, Markus Otto, Matthias L. Schroeter
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:NeuroImage: Clinical
Subjects:
Dementia
Diagnosis
Machine learning
MRI
Neurodegeneration
Volumetry
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158223000098

Internet

http://www.sciencedirect.com/science/article/pii/S2213158223000098

Similar Items