Publication:

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

Date

2025
Journal article
https://doi.org/10.1371/journal.pntd.0013234
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cris.virtual.department#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtual.orcid0000-0002-7865-6793
cris.virtualsource.department43fd6f27-126a-4a10-8c2e-2c15e86e4898
cris.virtualsource.orcid43fd6f27-126a-4a10-8c2e-2c15e86e4898
dc.contributor.authorMohammed, Mohammed Aliy
dc.contributor.authorAnzaku, Esla Timothy
dc.contributor.authorWard, Peter Kenneth
dc.contributor.authorLevecke, Bruno
dc.contributor.authorKrishnamoorthy, Janarthanan
dc.contributor.authorDe Neve, Wesley
dc.contributor.authorVan Hoecke, Sofie
dc.contributor.imecauthorMohammed, Mohammed Aliy
dc.contributor.imecauthorWard, Peter Kenneth
dc.contributor.imecauthorVan Hoecke, Sofie
dc.contributor.orcidimecVan Hoecke, Sofie::0000-0002-7865-6793
dc.date.accessioned2025-07-14T07:30:30Z
dc.date.available2025-07-12T03:59:56Z
dc.date.available2025-07-14T07:30:30Z
dc.date.issued2025
dc.description.wosFundingTextWe sincerely acknowledge Mio Anana, Mieke Kennis, and Gemechu Leta for their invaluable contributions to the preparation of the P3.0 datasets. We would also like to thank the animal care takers, veterinarians, and veterinary assistance of Antwerp Zoo (Belgium).
dc.identifier.doi10.1371/journal.pntd.0013234
dc.identifier.issn1935-2735
dc.identifier.pmidMEDLINE:40608836
dc.identifier.urihttps://imec-publications.be/handle/20.500.12860/45895
dc.publisherPUBLIC LIBRARY SCIENCE
dc.source.beginpage1
dc.source.endpage28
dc.source.issue7
dc.source.journalPLOS NEGLECTED TROPICAL DISEASES
dc.source.numberofpages28
dc.source.volume19
dc.title

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

dc.typeJournal article
dspace.entity.typePublication
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