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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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Principais autores: Grace Wen, Vickie Shim, Samantha Jane Holdsworth, Justin Fernandez, Miao Qiao, Nikola Kasabov, Alan Wang
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI AG 2023-03-01
סדרה:Bioengineering
נושאים:
systematic review
harmonisation
normalisation
standardisation
MRI
image pre-processing
גישה מקוונת:https://www.mdpi.com/2306-5354/10/4/397
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