Fig. 5

Visualizing the Original AI-model and the additional disintegrated hookworm detection algorithm. First step: partitioned images from digital smears are passed through the detector-algorithm. Second step: classification of the parasite egg candidates into soil-transmitted helminth and artefact categories. Third step: classification of artefacts into disintegrated hookworm eggs and “artefacts” and examples of objects classified into each group.