Prediction of six macrophage phenotypes and their IL-10 content based on single-cell morphology using artificial intelligence.

Abstract excerpt

Introduction: The last decade has led to rapid developments and increased usage of computational tools at the single-cell level. However, our knowledge remains limited in how extracellular cues alter quantitative macrophage morphology and how such morphological changes can be used to predict macrophage phenotype as well as cytokine content at the single-cell level. Methods: Using an artificial intelligence (AI)...

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