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Detection of acute promyelocytic leukemia in peripheral blood and bone marrow with annotation-free deep learning

While optical microscopy inspection of blood films and bone marrow aspirates by a hematologist is a crucial step in establishing diagnosis of acute leukemia, especially in low-resource settings where other diagnostic modalities are not available, the task remains time-consuming and prone to human in...

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Detalles Bibliográficos
Autores principales: Manescu, Petru, Narayanan, Priya, Bendkowski, Christopher, Elmi, Muna, Claveau, Remy, Pawar, Vijay, Brown, Biobele J., Shaw, Mike, Rao, Anupama, Fernandez-Reyes, Delmiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9925435/
https://www.ncbi.nlm.nih.gov/pubmed/36781917
http://dx.doi.org/10.1038/s41598-023-29160-4