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. Author manuscript; available in PMC: 2020 Oct 1.
Published in final edited form as: Med Image Comput Comput Assist Interv. 2019 Oct 10;11766:101–109. doi: 10.1007/978-3-030-32248-9_12

Table 1.

Quantification errors of T1 and T2 relaxation times (mean(std), unit: %) yielded by the proposed RCA-U-Net and state-of-the-art methods (DM, SDM, TCNN, and SCQ). The values are obtained from all the subjects using leave-one-out cross validation.

Data Property DM SDM TCNN SCQ Proposed
Standard T1 3.88(1.00) 4.67(1.11) 2.25(0.38) 1.86(0.26) 2.02(0.32)
T2 61.26(6.21) 60.84(5.78) 11.69(2.37) 8.63(1.29) 8.09(1.42)
High resolution T1 7.60(1.76) 8.25(1.96) 6.20(1.17) 4.86(0.60) 4.34(0.67)
T2 20.41(0.88) 27.08(1.31) 9.08(1.07) 10.86(0.83) 7.50(0.64)