Table 1.
Summary of Dice Similarity Coefficient (DSC) and 95% Hausdorff distance (HD) metrics from comparing deep learning-based auto-segmented contours to clinical contours for lung stereotactic ablative radiotherapy planning structures.
Structure | N | Median DSC | Mean DSC (range) | Median 95% HD (mm) | Mean 95% HD (range; mm) |
---|---|---|---|---|---|
Aorta | 81 | 0.92 | 0.93 (0.85–0.98) | 2.77 | 2.85 (1.26-5.25) |
Esophagus | 99 | 0.82 | 0.81 (0.64–0.96) | 3.15 | 3.32 (2.05–6.94) |
Heart | 100 | 0.95 | 0.95 (0.87–0.98) | 4.48 | 5.09 (2.54–8.55) |
Lung Bilateral | 188 | 0.98 | 0.98 (0.92–0.99) | 2.83 | 2.99 (1.26–6.73) |
Lung Left | 93 | 0.98 | 0.98 (0.92–0.99) | 2.74 | 2.93 (1.97–6.73) |
Lung Right | 95 | 0.98 | 0.98 (0.96–0.99) | 2.91 | 3.04 (1.26–5.40) |
Brachial Plexus | 90 | 0.53 | 0.52 (0.04–0.81) | 6.3 | 7.08 (2.59–20.75) |
Brachial Plexus Left | 47 | 0.53 | 0.53 (0.17–0.81) | 5.95 | 6.88 (2.74–15.82) |
Brachial Plexus Right | 43 | 0.52 | 0.5 (0.04–0.80) | 6.4 | 7.29 (2.59–20.75) |
Proximal Bronchial Tree | 100 | 0.83 | 0.82 (0.65–0.97) | 3.74 | 4.23 (1.73–7.56) |
Spinal Cord | 100 | 0.91 | 0.9 (0.74–0.98) | 1.6 | 1.62 (0.56–2.69) |
Trachea | 100 | 0.92 | 0.91 (0.79–0.98) | 2.25 | 2.27 (1.09–3.80) |
GTV | 85 | 0.74 | 0.71 (0.19–0.90) | 4.48 | 5.23 (2.04–15.17) |
(N, number of validation contours evaluated; GTV, gross tumor volume).