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Objective assessment of stored blood quality by deep learning

Stored red blood cells (RBCs) are needed for life-saving blood transfusions, but they undergo continuous degradation. RBC storage lesions are often assessed by microscopic examination or biochemical and biophysical assays, which are complex, time-consuming, and destructive to fragile cells. Here we...

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Bibliografiske detaljer
Udgivet i:Proc Natl Acad Sci U S A
Main Authors: Doan, Minh, Sebastian, Joseph A., Caicedo, Juan C., Siegert, Stefanie, Roch, Aline, Turner, Tracey R., Mykhailova, Olga, Pinto, Ruben N., McQuin, Claire, Goodman, Allen, Parsons, Michael J., Wolkenhauer, Olaf, Hennig, Holger, Singh, Shantanu, Wilson, Anne, Acker, Jason P., Rees, Paul, Kolios, Michael C., Carpenter, Anne E.
Format: Artigo
Sprog:Inglês
Udgivet: National Academy of Sciences 2020
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Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7474613/
https://ncbi.nlm.nih.gov/pubmed/32839303
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.2001227117
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