Development and Application of a Standardized Testset for an Artificial Intelligence Medical Device Intended for the Computer-Aided Diagnosis of Diabetic Retinopathy

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr class="thead"><td class="align_left">Metrics</td><td class="align_center">AUT1</td><td class="align_center">AUT2</td><td class="align_center">AUT3</td><td class="align_center">AUT4</td><td class="align_center">AUT5</td></tr><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr><td class="align_left">Sensitivity</td><td class="align_center">0.861422</td><td class="align_center">0.814484</td><td class="align_center">0.831024</td><td class="align_center">0.802861</td><td class="align_center">0.851587</td></tr><tr><td class="align_left">Specificity</td><td class="align_center">0.884597</td><td class="align_center">0.820782</td><td class="align_center">0.890465</td><td class="align_center">0.799267</td><td class="align_center">0.728851</td></tr><tr><td class="align_left">Accuracy</td><td class="align_center">0.876403</td><td class="align_center">0.818555</td><td class="align_center">0.869448</td><td class="align_center">0.800537</td><td class="align_center">0.772246</td></tr><tr class="table-tr"><td colspan="6"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison of overall performance metrics.</div>

Journal of Healthcare Engineering

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Table 5

Table 5: Development and Application of a Standardized Testset for an Artificial Intelligence Medical Device Intended for the Computer-Aided Diagnosis of Diabetic Retinopathy 

Table 5 | Development and Application of a Standardized Testset for an Artificial Intelligence Medical Device Intended for the Computer-Aided Diagnosis of Diabetic Retinopathy 