Research Article
A Joint Model for Macular Edema Analysis in Optical Coherence Tomography Images Based on Image Enhancement and Segmentation
Table 2
Comparison of segmentation performance of macular edema between the joint model and five different clinicians.
| | Accuracy | Precision | Sensitivity | Specificity | Dice | IOU | Kappa | Processing time (s) |
| | Clinician 1 | 95% | 97% | 95% | 97% | 97% | 93% | 94% | 1500 | | Clinician 2 | 96% | 98% | 98% | 96% | 96% | 95% | 96% | 1200 | | Clinician 3 | 96% | 97% | 89% | 94% | 87% | 92% | 95% | 2020 | | Clinician 4 | 97% | 95% | 91% | 95% | 93% | 89% | 94% | 1760 | | Clinician 5 | 95% | 98% | 93% | 95% | 92% | 84% | 91% | 1880 | | Joint model | 99.7% | 97.8% | 96.0% | 99.0% | 96.9% | 94.0% | 96.8% | 30 |
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