Detecting soil-transmitted helminth and Schistosoma mansoni eggs in Kato-Katz stool smear microscopy images: A comprehensive in- and out-of-distribution evaluation of YOLOv7 variants.

Detecting soil-transmitted helminth and Schistosoma mansoni eggs in Kato-Katz stool smear microscopy images: A comprehensive in- and out-of-distribution evaluation of YOLOv7 variants.

<h4>Background</h4>Soil-transmitted helminth (STH) and Schistosoma mansoni (S. mansoni) infections remain significant public health concerns in tropical and subtropical regions. Deep Convolutional Neural Networks (DCNNs) have already shown promising accuracy in identifying STH and S. man...

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Main Authors: Mohammed Aliy Mohammed, Esla Timothy Anzaku, Peter Kenneth Ward, Bruno Levecke, Janarthanan Krishnamoorthy, Wesley De Neve, Sofie Van Hoecke
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-07-01
Series:PLoS Neglected Tropical Diseases
Online Access:https://doi.org/10.1371/journal.pntd.0013234
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