TABLE 1.
Dice similarity coefficient (DSC) comparison of the proposed, computed tomography (CT)-only, and U-net methods on in-house dataset
Organ | I. Proposed | II. CT-only | III. U-net | p value (I vs II) |
p value (I vs III) |
---|---|---|---|---|---|
Brain Stem | 0.90±0.06 | 0.86±0.06 | 0.87±0.04 | <0.01 | <0.01 |
Left Cochlea | 0.67±0.21 | 0.66±0.19 | 0.60±0.26 | 0.14 | 0.07 |
Right Cochlea | 0.67±0.21 | 0.66±0.18 | 0.60±0.24 | 0.13 | 0.07 |
Esophagus | 0.85±0.12 | 0.81±0.12 | 0.84±0.07 | <0.01 | 0.19 |
Left Eye | 0.78±0.23 | 0.78±0.25 | 0.74±0.28 | 0.84 | 0.40 |
Right Eye | 0.76±0.26 | 0.76±0.27 | 0.72±0.30 | 0.99 | 0.37 |
Larynx | 0.88±0.10 | 0.82±0.17 | 0.84±0.17 | <0.01 | 0.03 |
Left Lnns | 0.79±0.10 | 0.77±0.14 | 0.71±0.19 | 0.38 | <0.01 |
Right nens | 0.77±0.10 | 0.75±0.12 | 0.62±0.25 | 0.29 | <0.01 |
Mandible | 0.89±0.10 | 0.85±0.10 | 0.88±0.08 | <0.01 | 0.22 |
Optic Chiasm | 0.58±0.25 | 0.50±0.24 | 0.54±0.20 | <0.01 | 0.12 |
Left Optic Nerve | 0.66±0.17 | 0.64±0.19 | 0.63±0.22 | 0.42 | 0.24 |
Right Optic Nerve | 0.66±0.20 | 0.63±0.20 | 0.60±0.23 | 0.40 | 0.06 |
Oral Cavity | 0.89±0.10 | 0.83±0.12 | 0.85±0.12 | <0.01 | 0.02 |
Left Parotid | 0.83±0.09 | 0.83±0.09 | 0.75±0.27 | 0.49 | 0.02 |
Right Parotid | 0.82±0.13 | 0.82±0.14 | 0.75±0.25 | 0.47 | 0.04 |
Pharynx | 0.68±0.27 | 0.62±0.28 | 0.65±0.27 | <0.01 | <0.01 |
Spinal Cord | 0.86±0.07 | 0.82±0.08 | 0.84±0.05 | <0.01 | <0.01 |
Note: Bold indicates the best performance achieved among the comparing methods.