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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...
Autores principales: | Manescu, Petru, Narayanan, Priya, Bendkowski, Christopher, Elmi, Muna, Claveau, Remy, Pawar, Vijay, Brown, Biobele J., Shaw, Mike, Rao, Anupama, Fernandez-Reyes, Delmiro |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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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 |
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