Combat-predict

1. Combat-predict decreases site-related variance in centile scores in silico.

   “our proposed harmonization method can reduce site-related variance in centile scores estimated using data from the Lifespan Brain Chart Consortium (LBCC)”

   In silicousing data from the Lifespan Brain Chart Consortium (LBCC)

   ComBat-Predict enhances generalizability of neuroimaging models to new sites

   bioRxiv : the preprint server for biology·26 Aug 2025Preprint

More on Site-related variance in centile scores

1. Combat-predict decreases site-related bias in silico.

   “our proposed method mitigates bias and yields high accuracy in predicting cortical thickness measures when generalizing the model to new data”

   In silicogeneralizing model to new data

   ComBat-Predict enhances generalizability of neuroimaging models to new sites

   bioRxiv : the preprint server for biology·26 Aug 2025Preprint