The Kubic FLOTAC Microscope (KFM) is an AI-enhanced powerful tool for automatic parasite eggs detection. The KFM system is based on a validated and reliable sample preparation approach. Fasciola hepatica and Calicophoron daubneyi eggshells are hard to distinguish to the human eye. Dedicated image processing steps prevent false positives and wrong egg count.

A dedicated deep learning workflow for automatic Fasciola hepatica and Calicophoron daubneyi egg detection using the Kubic FLOTAC microscope

Giuseppe Martone;
2025-01-01

Abstract

The Kubic FLOTAC Microscope (KFM) is an AI-enhanced powerful tool for automatic parasite eggs detection. The KFM system is based on a validated and reliable sample preparation approach. Fasciola hepatica and Calicophoron daubneyi eggshells are hard to distinguish to the human eye. Dedicated image processing steps prevent false positives and wrong egg count.
2025
Digital microscope; Fasciola hepatica; Mini-FLOTAC; Parasite eggs detection; Calicophoron daubneyi; Deep learning
File in questo prodotto:
File Dimensione Formato  
1-s2.0-S0020751925001419-main.pdf

accesso aperto

Tipologia: Versione Editoriale (PDF)
Licenza: Creative commons
Dimensione 2.94 MB
Formato Adobe PDF
2.94 MB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.12606/47486
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
social impact