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Table 2 Identification performance of paediatricians and VGG-16 model

From: Genetic syndromes screening by facial recognition technology: VGG-16 screening model construction and evaluation

 

Accuracy

Sensitivity (Recall)

Specificity

Precision

F1-score

SP 1

0.7983

0.8772

0.7193

0.7576

0.8130

SP 2

0.7895

0.7368

0.8421

0.8235

0.7778

JP 1

0.7259

0.5000

0.9518

0.9120

0.6459

JP 2

0.6250

0.7719

0.4781

0.5966

0.6730

JP 3

0.7675

0.8070

0.7281

0.7480

0.7764

Model

0.8860 ± 0.0211

0.8597 ± 0.0190

0.9124 ± 0.0308

0.9079 ± 0.0315

0.8829 ± 0.0215

  1. JP junior paediatrician, SP senior paediatrician
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Orphanet Journal of Rare Diseases

ISSN: 1750-1172