Attention-Guided Transfer Learning for Identification of Filamentous Fungi Encountered in the Clinical Laboratory

This study addresses the challenge of accurately identifying filamentous fungi in medical laboratories using transfer learning with convolutional neural networks (CNNs). The study uses microscopic images from touch-tape slides with lactophenol cotton blue staining, the most common method in clinical...

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Detalles Bibliográficos
Autores principales: Huang, Tsi-Shu, Wang, Kevin, Ye, Xiu-Yuan, Chen, Chii-Shiang, Chang, Fu-Chuen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10269873/
https://www.ncbi.nlm.nih.gov/pubmed/37154722
http://dx.doi.org/10.1128/spectrum.04611-22

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10269873/
https://www.ncbi.nlm.nih.gov/pubmed/37154722
http://dx.doi.org/10.1128/spectrum.04611-22

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