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A robust and interpretable end-to-end deep learning model for cytometry data

Cytometry technologies are essential tools for immunology research, providing high-throughput measurements of the immune cells at the single-cell level. Existing approaches in interpreting and using cytometry measurements include manual or automated gating to identify cell subsets from the cytometry...

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Podrobná bibliografie
Vydáno v:Proc Natl Acad Sci U S A
Hlavní autoři: Hu, Zicheng, Tang, Alice, Singh, Jaiveer, Bhattacharya, Sanchita, Butte, Atul J.
Médium: Artigo
Jazyk:Inglês
Vydáno: National Academy of Sciences 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7474669/
https://ncbi.nlm.nih.gov/pubmed/32801215
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.2003026117
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