TABLE.
Reported visual inspection issue related to |
|||||||
Study | QC agreement details | MRI Aquisition | Head motion | Brain extraction | Tissue segmentation | Brain registration | |
Backhausen et al., 2016 | Nb. Images | 88 | Image sharpness, ringing. Contrast to noise ratio (subcortical structures and gray/white matter) and susceptibility artifacts | Ghosting or blurring | N.R | N.R | N.R |
Nb. Raters | 2 | ||||||
Rating scale | Include/Exclude | ||||||
QC Manual | Supplementary Material | ||||||
Agreement | ICC = 0.93 | ||||||
Esteban et al., 2017 | Nb. Images | 100 | signal-to-noise ratio. Image contrast and Ringing | Head motion artifacts | Gray/white matter and the pial delineation | Gray–white matter segmentation | N.R |
Nb Raters | 2 | ||||||
Rating scale | Exclude/Doubtful/Accept | ||||||
QC Manual | N.R | ||||||
Agreement | Cohen’s Kappa = 0 39 | ||||||
Rosen et al., 2018 | Nb. Images | Phasel = l00, Phase2 = 100 | N.R | N.R | N.R | N.R | N.R |
Nb. Raters | Phase1 = 2, Phase2 = 3 | ||||||
Rating scale | 0/1/2 | ||||||
QC Manual | N.R | ||||||
Agreement | Phasel = 100%, Phase2 = 85% | ||||||
Fonov et al., 2018 (preprint) | Nb. Images | 9693 (1000 rated twice) | Effect of noise and image intensity non-uniformity | N.R | N.R | N.R | Incorrect estimates of, translation, scaling in all directions and rotation. |
Nb. Raters | 1 | ||||||
Rating scale | Accept/Fail | ||||||
QC Manual | Dadar et al., 2018 paper | ||||||
Agreement | intra-rater Dice similarity = 0.96 | ||||||
Klapwijk et al., 2019 | Nb. Images | 80 | N.R | Ringing | Division between gray/white matter and pial surface | Gray–white matter segmentation | N.R |
Nb. Raters | 5 | ||||||
Rating scale | Excellent/Good/Doubtful/Failed | ||||||
QC Manual | Supplementary Material | ||||||
Agreement | Reliability = 0.53 |
QC studies since 2010 that uses sMRI and reported their inter/intra-raters agreement (Pizarro et al., 2016; Esteban et al., 2017; Dadar et al., 2018; Fonov et al., 2018; Rosen et al., 2018; Klapwijk et al., 2019). N.R: Not reported.