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. 2021 Apr 5;8(4):041207. doi: 10.1117/1.JMI.8.4.041207

Table 6.

Experiment 3—Detailed DSC and SMBD performances after training at specific compression ratios of 48:1, 64:1, and 96:1 and testing at several compression ratios for 3D U-Net segmentation of the rectum on CT and CBCT images.

Rectum Compression ratio
1:1 24:1 32:1 48:1 64:1 96:1 128:1
DSC 3D FT 48 CT 0.740±0.086 0.741±0.082 0.744±0.079 0.739±0.082 0.725±0.082 0.653±0.077 0.389±0.154
3D FT 64 CT 0.740±0.070 0.740±0.067 0.742±0.062 0.737±0.063 0.729±0.066 0.675±0.067 0.416±0.155
3D FT 96 CT 0.719±0.067 0.717±0.068 0.716±0.066 0.710±0.063 0.703±0.062 0.667±0.069 0.483±0.155
3D FT 48 CBCT 0.758±0.099 0.766±0.087 0.764±0.079 0.756±0.080 0.731±0.086 0.607±0.112 0.385±0.128
3D FT 64 CBCT 0.743±0.109 0.748±0.100 0.748±0.091 0.742±0.092 0.729±0.095 0.638±0.116 0.444±0.130
3D FT 96 CBCT 0.700±0.107 0.700±0.104 0.699±0.099 0.698±0.096 0.682±0.099 0.649±0.106 0.538±0.128
SMBD 3D FT 48 CT 3.441±1.739 3.349±1.757 3.291±1.911 3.467±2.074 3.599±2.169 4.454±2.269 10.33±4.477
3D FT 64 CT 3.231±1.080 3.167±1.099 3.111±1.121 3.212±1.205 3.239±1.552 4.013±1.854 9.504±4.106
3D FT 96 CT 3.125±0.872 3.114±0.919 3.117±0.877 3.109±0.856 3.413±0.985 4.038±1.407 7.637±3.080
3D FT 48 CBCT 2.734±1.272 2.608±1.222 2.582±1.176 2.807±1.184 2.708±1.040 4.789±2.993 10.67±3.940
3D FT 64 CBCT 2.738±1.250 2.658±1.169 2.595±1.102 2.754±1.064 2.614±0.902 3.552±1.037 8.525±2.639
3D FT 96 CBCT 3.179±1.095 3.168±1.078 3.120±1.050 3.050±0.954 3.121±0.927 3.261±0.903 5.880±1.535