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

Abstract 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...

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Principais autores: Petru Manescu, Priya Narayanan, Christopher Bendkowski, Muna Elmi, Remy Claveau, Vijay Pawar, Biobele J. Brown, Mike Shaw, Anupama Rao, Delmiro Fernandez-Reyes
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Portfolio 2023-02-01
Colecção:Scientific Reports
Acesso em linha:https://doi.org/10.1038/s41598-023-29160-4
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