Table 2 Consistency of interpretation between different clinicians and between the three clinicians and the proposed dual-model framework in terms of the F1-score metric.
From: Deep learning application to hyphae and spores identification in fungal fluorescence images
Doctor 1 | Doctor 2 | Doctor 3 | Proposed AI-based framework | ||
---|---|---|---|---|---|
Spore | Doctor 1 | 0.81 | 0.85 | 0.80 | |
Doctor 2 | 0.84 | 0.83 | |||
Doctor 3 | 0.80 | ||||
Hypha | Doctor 1 | 0.87 | 0.90 | 0.82 | |
Doctor 2 | 0.84 | 0.84 | |||
Doctor 3 | 0.83 |