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Table 4 Sensitivity and specificity of Vetscan Imagyst algorithm vs. expert parasitologist in identifying target parasite eggs in equine fecal samples

From: Validation of Vetscan Imagyst®, a diagnostic test utilizing an artificial intelligence deep learning algorithm, for detecting strongyles and Parascaris spp. in equine fecal samples

Target parasite and diagnostic category

Sample preparation method and mean diagnostic accuracy % (95% CI)

Group 2 (modified McMaster test + NaNO3 solution + Vetscan Imagyst)

Group 3 (modified McMaster test + Sheather’s sugar solution + Vetscan Imagyst)

Strongyles

 Sensitivity

99.2% (97.7–100%)

100.0% (100–100%)

 Specificity

91.4% (82.9–100%)

99.9% (99.9–100%)

Parascaris spp.

 Sensitivity

88.9% (81.4–99.3%)

99.9% (99.9–100%)

 Specificity

93.6% (89.6–99.5%)

99.9% (99.9–100%)