Table 4.
Description of selected quality control metrics for T1- and T2-weighted images from MRIQC and selected metrics for diffusion-weighted images from FSL eddy.
Image Type | Metric | Description |
---|---|---|
T1-, T2-, and Diffusion-weighted | Signal-to-noise ratio (snr) | A measurement of quality of signal within the brain tissue. Higher values are better. |
T1- and Diffusion-weighted | Contrast-to-noise ratio (cnr) | A measurement of noise indicating separation of grey and white matter tissue distributions. Higher values are better. |
T1- and T2-weighted | Entropy-focus criterion (efc) | A measurement of ghosting and blurring caused by head motion. Lower values are better. |
T1-weighted | Coefficient of joint variation (cjv) | A measurement of noise indicating head motion and intensity non-uniformity (INU) artifacts. Lower values are better. |
T2-weighted | Mean framewise displacement (fd_mean) | A measurement of head movement across data acquisition calculated by realignment. Lower values are better. |
T2-weighted | Median temporal signal-to-noise ratio (tsnr) | A measurement of quality of signal calculated as median signal over temporal standard deviation. Higher values are better. |
Diffusion-weighted | Mean of absolute RMS movement (rms_abs) | A measurement of total movement in each volume as compared to the reference volume. Lower values are better. |
Diffusion-weighted | Percentage of outlier slices (outlier_pct) | A measurement of data quality calculated as the percentage of outlier slices in a run. Lower values are better. |