Table 15 Expert clinical assessment with statistical measures.

From: Novel metaheuristic optimized latent diffusion framework for automated oral disease detection in public health screening

enhancement method

Diagnostic quality (mean ± SD)

95% CI

Artifact presence (mean ± SD)

95% CI

Clinical usefulness (mean ± SD)

95% CI

Overall rating (mean ± SD)

95% CI

ICC

t-test p-value

DentoSMART-LDM

4.7 ± 0.3

[4.6, 4.8]

4.8 ± 0.2

[4.7, 4.9]

4.9 ± 0.1

[4.8, 5.0]

4.8 ± 0.2

[4.7, 4.9]

0.891

Reference

Enhanced-PSO-LDM

4.2 ± 0.4

[4.0, 4.4]

4.1 ± 0.5

[3.9, 4.3]

4.3 ± 0.3

[4.1, 4.5]

4.2 ± 0.3

[4.0, 4.4]

0.823

p < 0.001

GA-Diffusion

4.0 ± 0.5

[3.8, 4.2]

3.9 ± 0.4

[3.7, 4.1]

4.1 ± 0.4

[3.9, 4.3]

4.0 ± 0.4

[3.8, 4.2]

0.797

p < 0.001

Traditional enhancement

3.1 ± 0.6

[2.8, 3.4]

3.3 ± 0.7

[3.0, 3.6]

3.2 ± 0.5

[2.9, 3.5]

3.2 ± 0.5

[2.9, 3.5]

0.754

p < 0.001

No enhancement

2.4 ± 0.7

[2.1, 2.7]

2.8 ± 0.6

[2.5, 3.1]

2.6 ± 0.6

[2.3, 2.9]

2.6 ± 0.6

[2.3, 2.9]

0.712

p < 0.001