The representation of changes in neural activity by blood oxygenation level-dependent (BOLD) fMRI is affected by vascular properties including cerebral blood volume (CBV) and cerebral vascular reactivity (CVR). Here, we investigate these factors using a breath-hold BOLD fMRI experiment. We show that a group-level correction of the stimulus-evoked BOLD fMRI signal by these vascular properties reduces between-subject variability and improves sensitivity to the task response. Notably, correcting with a marker of relative CBV does not require individual recordings of exhaled carbon dioxide (in contrast with CVR) and resulted in the highest increase in sensitivity to the task.
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