“…To assess multivariate relationships between behavior and brain activations during internal and external attention, we ran a partial least squares correlation (PLS-C) analysis (Krishnan et al, 2011) in the ADHD all group. PLS-C is a well-established methodology used to assess brain-behavior relationships in various clinical populations (Delavari et al, 2022; Ziegler et al, 2013; Zöller et al, 2017) and we employed it using myPLS, a publicly available, Matlab-based toolbox (https://github.com/MIPLabCH/myPLS). To summarize the methodology used in PLS-C, we first computed correlations between matrix Y , which consisted of participants’ behavioral scores (ASRSi, ASRShi, and ALS), and matrix X , which consisted of voxel data per subject during the four task conditions (IntPos, IntNeg, ExtPos, ExtNeg).…”