Using modulated and smoothed data improves detectability of volume difference in group comparison, but reduces accuracy with atlas-based volumetry using Statistical Parametric Mapping 12 software.

Masami GotoSyo MurataMasaaki HoriKiyotaka NemotoKoji KamatgataShigeki AokiOsamu AbeHajime SakamotoYasuaki SakanoShinsuke KyogokuHiroyuki Daida

Published in: Acta radiologica (Stockholm, Sweden : 1987) (2021)

Our study shows that using smoothed data can improve detectability in group comparison. However, using smoothed data reduces the accuracy of volumetry.

Keyphrases

data analysis
electronic health record
single cell
big data
machine learning