Under controlled simulations and two real datasets, ComBAT harmonization fails when sites differ in age slope, have under 16 to 32 subjects, narrow age ranges, or mix pathological cases into parameter estimation.
Harmonized diffusion MRI data and white matter measures from the Adolescent Brain Cognitive Development Study
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.AP 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
ComBAT Harmonization for diffusion MRI: Challenges and Best Practices
Under controlled simulations and two real datasets, ComBAT harmonization fails when sites differ in age slope, have under 16 to 32 subjects, narrow age ranges, or mix pathological cases into parameter estimation.