“…The fact that subcortical structures and WMHs have contrasting intensity profiles in T2w and FLAIR images (i.e., hypointense vs. hyperintense, respectively) and similar intensity profiles in T1w images (hypointense for both) makes it unlikely that they would be incorrectly classified as WMHs, as the WMH segmentations are mainly driven by the intensity profile in T2w and FLAIR sequences. Additionally, the WMH segmentation method used here has been developed and extensively validated for use in multi‐site and multi‐scanner studies, and has been previously used in several multi‐site datasets, including ADNI (Anor, Dadar, Collins, & Tartaglia, 2020; Dadar et al, 2019; Dadar et al, 2020; Dadar, Camicioli, Duchesne, Collins, & Initiative, 2020; Dadar, Gee, Shuaib, Duchesne, & Camicioli, 2020; Misquitta et al, 2018; Sanford et al, 2019). The training library used consists of manually segmented labels from the same dataset (ADNI), to ensure optimal classifier performance (Dadar, Maranzano, Misquitta, et al, 2017).…”