Spatially Aware Transformer Networks for Contextual Prediction of Diabetic Nephropathy Progression from Whole Slide Images

Diabetic nephropathy (DN) in the context of type 2 diabetes is the leading cause of end-stage renal disease (ESRD) in the United States. DN is graded based on glomerular morphology and has a spatially heterogeneous presentation in kidney biopsies that complicates pathologists’ predictions of disease...

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Detalles Bibliográficos
Autores principales: Shickel, Benjamin, Lucarelli, Nicholas, Rao, Adish S., Yun, Donghwan, Moon, Kyung Chul, Han, Seung Seok, Sarder, Pinaki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9980230/
https://www.ncbi.nlm.nih.gov/pubmed/36865174
http://dx.doi.org/10.1101/2023.02.20.23286044

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9980230/
https://www.ncbi.nlm.nih.gov/pubmed/36865174
http://dx.doi.org/10.1101/2023.02.20.23286044

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