3 papers
cs.CV2026
Robust-ComBat: Mitigating Outlier Effects in Diffusion MRI Data Harmonization
Yoan David, Pierre-Marc Jodoin, Alzheimer's Disease Neuroimaging Initiative +1
Harmonization methods such as ComBat and its variants are widely used to mitigate diffusion MRI (dMRI) site-specific biases. However, ComBat assumes that subject distributions exhi…
cs.CV2025
Clinical-ComBAT: a diffusion-weighted MRI harmonization method for clinical applications
Gabriel Girard, Manon Edde, Félix Dumais +7
Diffusion-weighted magnetic resonance imaging (DW-MRI) derived scalar maps are effective for assessing neurodegenerative diseases and microstructural properties of white matter in…
stat.AP2025
ComBAT Harmonization for diffusion MRI: Challenges and Best Practices
Pierre-Marc Jodoin, Manon Edde, Gabriel Girard +6
Over the years, ComBAT has become the standard method for harmonizing MRI-derived measurements, with its ability to compensate for site-related additive and multiplicative biases w…