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. Author manuscript; available in PMC: 2021 Jun 7.
Published in final edited form as: Deep Learn Med Image Anal Multimodal Learn Clin Decis Support (2017). 2017 Sep 9;2017:240–248. doi: 10.1007/978-3-319-67558-9_28

Table 3. Comparison of DSC over 200 last iterations in the 3D context for DeepMedic and HighResNet.

Results are under the format median (interquartile range).

Patch LR DeepMedic HighResNet
WCE DL2 SS GDLv WCE DL2 SS GDLv
S −5 0.49 (0.17) 0.44 (0.19) 0.42 (0.14) 0.46 (0.17) 0 (0) 0 (0) 0.06 (0.15) 0.47 (0.32)
−4 0.58 (0.20) 0.60 (0.15) 0.61 (0.22) 0.61 (0.18) 0 (0) 0.71 (0.18) 0.34 (0.20) 0.74 (0.15)
−3 0.61 (0.12) 0.59 (0.14) 0.63 (0.15) 0.60 (0.15) 0 (0) 0 (0) 0 (0) 0 (0)
M −5 0.05 (0.07) 0.05 (0.07) 0.05 (0.06) 0.04 (0.06) 0 (0) 0.60 (0.27) 0.15 (0.13) 0.64 (0.19)
−4 0.09 (0.11) 0.07 (0.09) 0.08 (0.09) 0.08 (0.10) 0 (0) 0.71 (0.20) 0.20 (0.20) 0.69 (0.20)
−3 0.45 (0.31) 0.42 (0.31) 0.17 (0.24) 0.48 (0.32) 0 (0) 0 (0) 0 (0) 0.65 (0.23)
L −5 0.01 (0.03) 0.01 (0.03) 0.01 (0.03) 0.01 (0.03) 0 (0) 0.54 (0.27) 0.03 (0.06) 0.50 (0.32)
−4 0.01 (0.04) 0.02 (0.04) 0.02 (0.04) 0.01 (0.04) 0 (0) 0.57 (0.32) 0.08 (0.19) 0.60 (0.30)
−3 0.21 (0.33) 0.18 (0.30) 0.05 (0.12) 0.20 (0.33) 0 (0) 0.62 (0.18) 0.22 (0.15) 0.49 (0.34)