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Table 6 Comparison of relative volume difference (RVD) for atlas-based segmentation against deep-learning-based segmentation with four organs (heart, liver, kidney, stomach). Averages and standard deviations are listed for ten test cases

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

Test CaseHeartLiverRight kidneyLeft kidneyStomach
CatlasCdeepCatlasCdeepCatlasCdeepCatlasCdeepCatlasCdeep
# 10.781.103.222.444.630.3614.92.6784.3814.56
# 27.659.3312.100.893.571.776.270.1221.3318.52
# 33.088.510.703.819.173.3920.251.4448.7525.55
# 47.405.133.300.891.620.510.601.2659.0219.12
# 515.480.622.891.161.181.581.567.5763.4910.94
# 624.828.2012.200.3510.581.776.161.5570.3743.71
# 723.571.7713.210.812.112.353.942.6925.6830.79
# 811.807.510.110.834.529.7212.153.5121.6714.32
# 98.312.744.663.6442.2612.912.292.4989.1920.80
# 1026.126.753.183.8117.8710.9324.211.2116.7314.30
Avg SD12.905.175.561.869.754.5310.232.4550.0621.26
8.723.174.721.3411.894.497.521.9425.929.35
  1. Avg: Average
  2. SD: Standard deviation