Noisy fMRIPrep Connectomes

Hi All,
I’ve been working with OASIS data that has been preprocessed using fMRIPrep and then run through NiLearn using the 36P confound removal strategy. The produced connectomes look a little noisy to me when compared to data from HCP. Any ideas on improving these connectomes?

Many Thanks,
Christopher Fleetwood