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NetBat: A network-driven harmonization method for structural connectivity

delete2025-06-23
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OA
AI
G
Gustav Sjobeck
M
Mahbaneh Eshaghzadeh Torbati
D
Davneet Minhas
C
Charles DeCarli
J
James Wilson
D
Dana Tudorascu
DOI：10.1016/j.neuroimage.2025.121317delete
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Abstract

Abstract

En 中文
• We proposed the NetBat harmonization method for network retention. • We evaluated NetBat by analyzing a multi-scanner matched MRI dataset. • We compared NetBat to the existing harmonization methods ComBat and CovBat. • We implemented harmonization-based and network-based criteria for investigation. • NetBat outperformed ComBat and CovBat on evaluation of repeated scanner data.
Keywords:
Network harmonization
Structural connectivity
Multi-scan studies

Journal

NeuroImage cover
NeuroImage
IF:
4.5
Papers:
1.3K
Citations:
10.6W

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No organization information available