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. 2020 Jan 23;25:102195. doi: 10.1016/j.nicl.2020.102195

Table 2.

Results from previous works in the age prediction task.

Age span Model Error/Accuracy
Brown et al. 2017 27–45 weeks PMA FA-weighted structural connectivity MAE = 1.6 weeks
Ouyang et al. 2019 31.5–41.7 weeks PMA cortical FA and MK (mean kurtosis) FA: r = 0.92; MK: r = 0.63
spatio-temporal growth models for myelin-like Thalami: MAE = 1.41 weeks
Deprez et al. 2018 29–44 weeks PMA signals in the thalami and brainstem Brainstem: MAE = 2.56 weeks
Toews et al. 2012 8–590 days from birth scale-invariant T1w features MAE = 72 days
Wu et al. 2019 14–48 days from birth cortical measures MAE = 11.1  ±  0.3 days

PMA = postmenstrual age, MAE = mean absolute error, r = Pearson’s coefficient between actual and predicted age.