AxiWorm: a new tool using YOLOv5 to test antiparasitic drugs against Trichinella spiralis

AxiWorm: a new tool using YOLOv5 to test antiparasitic drugs against Trichinella spiralis

Abstract Background-Objective Trichinella spiralis drug development and control need an objective high throughput system to assess first stage larvae (L1) viability. YOLOv5 is an image recognition tool easily trained to count muscular first stage larvae (L1) and recognize morphological differences....

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Bibliographic Details
Main Authors: Javier Sánchez-Montejo, Miguel Marín, María Alejandra Villamizar-Monsalve, María del Carmen Vieira, Belén Vicente, Rafael Peláez, Julio López-Abán, Antonio Muro
Format: Article
Language:English
Published: BMC 2025-02-01
Series:Parasites & Vectors
Subjects:
Trichinella spiralis
YOLOv5
Computer vision
Drug screening
AxiWorm
Online Access:https://doi.org/10.1186/s13071-025-06664-8
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