Learning fast and fine-grained detection of amyloid neuropathologies from coarse-grained expert labels

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Precise, scalable, and quantitative evaluation of whole slide images is crucial in neuropathology. We release a deep learning model for rapid object detection and precise information on the identification, locality, and counts of cored plaques and cerebral amyloid angiopathy (CAA). We trained this o...

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Detalles Bibliográficos
Autores principales: Wong, Daniel R., Magaki, Shino D., Vinters, Harry V., Yong, William H., Monuki, Edwin S., Williams, Christopher K., Martini, Alessandra C., DeCarli, Charles, Khacherian, Chris, Graff, John P., Dugger, Brittany N., Keiser, Michael J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10290693/
https://www.ncbi.nlm.nih.gov/pubmed/37355729
http://dx.doi.org/10.1038/s42003-023-05031-6
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