Segmentation of Glomeruli Within Trichrome Images Using Deep Learning

INTRODUCTION: The number of glomeruli and glomerulosclerosis evaluated on kidney biopsy slides constitute standard components of a renal pathology report. Prevailing methods for glomerular assessment remain manual, labor intensive, and nonstandardized. We developed a deep learning framework to accur...

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Detalles Bibliográficos
Autores principales: Kannan, Shruti, Morgan, Laura A., Liang, Benjamin, Cheung, McKenzie G., Lin, Christopher Q., Mun, Dan, Nader, Ralph G., Belghasem, Mostafa E., Henderson, Joel M., Francis, Jean M., Chitalia, Vipul C., Kolachalama, Vijaya B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Clinical Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6612039/
https://www.ncbi.nlm.nih.gov/pubmed/31317118
http://dx.doi.org/10.1016/j.ekir.2019.04.008

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6612039/
https://www.ncbi.nlm.nih.gov/pubmed/31317118
http://dx.doi.org/10.1016/j.ekir.2019.04.008

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