MS-LRLoc MS-BWIA MS-UTMD MS-All
Performance Summary
Performance Summary
Performance Summary
Overall Performance Metric
$$S_{\mathrm{overall}}=\left(\frac{1}{4}\sum_{i=1}^{4}M_i^{\mathrm{tooth}}\right)\cdot\left(\sum_{j=1}^{4}w_jM_j^{\mathrm{sinus}}\right)\cdot\left(\frac{1}{N}\sum_{k=1}^{N}\mathbf{1}\left(\left|\hat{\theta}_k-\theta_k\right|\leq 10^\circ\right)\right)$$
Missing Tooth Metrics
$$M_i^{\mathrm{tooth}}\in\{\mathrm{Accuracy},\,F1,\,\mathrm{Precision},\,mAP_{50}\}$$
$$S_{\mathrm{tooth}}=\frac{1}{4}\sum_{i=1}^{4}M_i^{\mathrm{tooth}}$$
Sinus Segmentation Metrics
$$M_j^{\mathrm{sinus}}\in\{\mathrm{DSC},\,\mathrm{IoU},\,\mathrm{Detection\ Rate},\,\mathrm{Precision}\}$$
$$w=\{0.4,\,0.3,\,0.2,\,0.1\}$$
$$S_{\mathrm{sinus}}=\sum_{j=1}^{4}w_jM_j^{\mathrm{sinus}}$$
Angle Estimation Accuracy
$$S_{\mathrm{angle}}=\frac{1}{N}\sum_{k=1}^{N}\mathbf{1}\left(\left|\hat{\theta}_k-\theta_k\right|\leq 10^\circ\right)$$
Overall Performance Score
$$\mathrm{Overall\ Performance\ Score}=S_{\mathrm{tooth}}\times S_{\mathrm{sinus}}\times S_{\mathrm{angle}}$$
$$S_{\mathrm{overall}}=0.957\times 0.978\times 0.921$$
This study description