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Deep learning-based multi-model approach on electron microscopy image of renal biopsy classification

BACKGROUND: Electron microscopy is important in the diagnosis of renal disease. For immune-mediated renal disease diagnosis, whether the electron-dense granule is present in the electron microscope image is of vital importance. Deep learning methods perform well at feature extraction and assessment...

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Detalles Bibliográficos
Autores principales: Zhang, Jingyuan, Zhang, Aihua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10169318/
https://www.ncbi.nlm.nih.gov/pubmed/37161367
http://dx.doi.org/10.1186/s12882-023-03182-6