Machine Learning for Brain MRI Data Harmonisation: A Systematic Review

Machine Learning for Brain MRI Data Harmonisation: A Systematic Review

Background: Magnetic Resonance Imaging (MRI) data collected from multiple centres can be heterogeneous due to factors such as the scanner used and the site location. To reduce this heterogeneity, the data needs to be harmonised. In recent years, machine learning (ML) has been used to solve different...

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Bibliographic Details
Main Authors: Grace Wen, Vickie Shim, Samantha Jane Holdsworth, Justin Fernandez, Miao Qiao, Nikola Kasabov, Alan Wang
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Bioengineering
Subjects:
systematic review
harmonisation
normalisation
standardisation
MRI
image pre-processing
Online Access:https://www.mdpi.com/2306-5354/10/4/397

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https://www.mdpi.com/2306-5354/10/4/397

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