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Table 4 Comparison of Hausdorff distances (HD) for atlas against deep-learning-based segmentation for the with four organs (heart, liver, kidney, stomach). Averages and standard deviations are listed for ten tested cases

From: Comparative clinical evaluation of atlas and deep-learning-based auto-segmentation of organ structures in liver cancer

Test CaseHeartLiverRight kidneyLeft kidneyStomach
CatlasCdeepCatlasCdeepCatlasCdeepCatlasCdeepCatlasCdeep
# 11.061.151.901.891.031.802.261.498.883.47
# 21.361.881.791.721.141.290.951.513.093.57
# 30.661.451.372.851.351.694.821.796.705.54
# 40.651.232.052.160.550.520.851.587.695.35
# 51.531.461.341.561.161.951.222.376.832.65
# 64.701.804.092.271.591.951.332.048.355.99
# 74.701.632.841.840.761.201.022.373.354.62
# 83.471.592.062.311.461.321.001.774.583.38
# 90.921.803.052.634.662.482.101.8010.675.89
# 102.512.101.832.454.111.913.452.107.428.14
Avg SD2.161.612.232.171.781.611.901.886.764.86
1.520.280.810.391.340.521.240.312.311.57
  1. Avg:  Average
  2. SD:  Standard deviation