Research Article

Automatic Detection of Small Intestinal Hookworms in Capsule Endoscopy Images Based on a Convolutional Neural Network

Table 3

Classification of images predicted by the CNN technology.

CNN classificationClassification of endoscopistsTotal
HookwormsNormal mucosa

Hookworms6598971556
Normal mucosa5691789234
Total7151007510790

Sensitivity, 92.2%; specificity, 91.1%; accuracy, 91.2%.