DeepHeme: A generalizable, bone marrow classifier with hematopathologist-level performance

Morphology-based classification of cells in the bone marrow aspirate (BMA) is a key step in the diagnosis and management of hematologic malignancies. However, it is time-intensive and must be performed by expert hematopathologists and laboratory professionals. We curated a large, high-quality datase...

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Detalles Bibliográficos
Autores principales: Goldgof, Gregory M., Sun, Shenghuan, Van Cleave, Jacob, Wang, Linlin, Lucas, Fabienne, Brown, Laura, Spector, Jacob D., Boiocchi, Leonardo, Baik, Jeeyeon, Zhu, Menglei, Ardon, Orly, Lu, Chuanyi M., Dogan, Ahmet, Goldgof, Dmitry B., Carmichael, Iain, Prakash, Sonam, Butte, Atul J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9979993/
https://www.ncbi.nlm.nih.gov/pubmed/36865216
http://dx.doi.org/10.1101/2023.02.20.528987

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