DSMRI: Domain Shift Analyzer for Multi-Center MRI Datasets

DSMRI: Domain Shift Analyzer for Multi-Center MRI Datasets

In medical research and clinical applications, the utilization of MRI datasets from multiple centers has become increasingly prevalent. However, inherent variability between these centers presents challenges due to domain shift, which can impact the quality and reliability of the analysis. Regrettab...

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Bibliographic Details
Main Authors: Rafsanjany Kushol, Alan H. Wilman, Sanjay Kalra, Yee-Hong Yang
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Diagnostics
Subjects:
MRI
domain shift
t-SNE
UMAP
quality control
texture analysis
Online Access:https://www.mdpi.com/2075-4418/13/18/2947

Internet

https://www.mdpi.com/2075-4418/13/18/2947

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