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A knowledge-integrated deep learning framework for cellular image analysis in parasite microbiology

Cellular image analysis is an important method for microbiologists to identify and study microbes. Here, we present a knowledge-integrated deep learning framework for cellular image analysis, using three tasks as examples: classification, detection, and reconstruction. Alongside thorough description...

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Detalles Bibliográficos
Autores principales: Feng, Ruijun, Li, Sen, Zhang, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410587/
https://www.ncbi.nlm.nih.gov/pubmed/37537845
http://dx.doi.org/10.1016/j.xpro.2023.102452