Table 3 Dice scores and respective standard deviations for the proposed MDRNN method and the current state-of-the-art automatic detection methods.

From: Automatic Cone Photoreceptor Localisation in Healthy and Stargardt Afflicted Retinas Using Deep Learning

Test Performance

Healthy

Stargardt

Average

Proposed

0.9628 ± 0.0252

09233 ± 0.0571

0.9431 ± 0.0482

Cunefare et al.7 retrained

0.9540 ± 0.0328

0.8797 ± 0.1051

0.9168 ± 0.0860

Cunefare et al.7 without retraining

0.9783 ± 0.0196

0.5549 ± 0.1916

0.7666 ± 0.2523

Bergeles et al.4

0.9090  ±  0.0400

0.6770 ± 0.1690

0.7930 ± 0.1689

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