Single cell classification of macrophage subtypes by label-free cell signatures and machine learning

Single cell classification of macrophage subtypes by label-free cell signatures and machine learning

Pro-inflammatory (M1) and anti-inflammatory (M2) macrophage phenotypes play a fundamental role in the immune response. The interplay and consequently the classification between these two functional subtypes is significant for many therapeutic applications. Albeit, a fast classification of macrophage...

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Bibliographic Details
Main Authors: David Dannhauser, Domenico Rossi, Vincenza De Gregorio, Paolo Antonio Netti, Giuseppe Terrazzano, Filippo Causa
Format: Article
Language:English
Published: The Royal Society 2022-09-01
Series:Royal Society Open Science
Subjects:
single-cell
label-free
machine learning
optical signature
macrophages
Online Access:https://royalsocietypublishing.org/doi/10.1098/rsos.220270

Internet

https://royalsocietypublishing.org/doi/10.1098/rsos.220270

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