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Automated Deep Learning-Based Diagnosis and Molecular Characterization of Acute Myeloid Leukemia using Flow Cytometry

Current flow cytometric analysis of blood and bone marrow samples for diagnosis of acute myeloid leukemia (AML) relies heavily on manual intervention in both the processing and analysis steps, introducing significant subjectivity into resulting diagnoses and necessitating highly trained personnel. F...

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Detalles Bibliográficos
Autores principales: Lewis, Joshua E., Cooper, Lee A.D., Jaye, David L., Pozdnyakova, Olga
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10557578/
https://www.ncbi.nlm.nih.gov/pubmed/37808719
http://dx.doi.org/10.1101/2023.09.18.558289