Neural network-based image analysis of co-localized microorganisms and human cells on implant materials

Neural network-based image analysis of co-localized microorganisms and human cells on implant materials

Abstract Dental implant-associated infections increase the risk of implant failure, presenting significant challenges in modern dentistry. The host-microbe interaction plays a crucial role in the development of implant-associated infections. To gain a deeper understanding of the underlying mechanism...

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Bibliographic Details
Main Authors: Nicolas Debener, Anna Rosner, Jannik Menke, Carina Mikolai, Meike Stiesch, Katharina Doll-Nikutta, Janina Bahnemann
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Scientific Reports
Subjects:
Image analysis
Dental plaque
Co-localization
Neural network
Cellpose
Online Access:https://doi.org/10.1038/s41598-025-05484-1
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