Deep learning classification for macrophage subtypes through cell migratory pattern analysis

Deep learning classification for macrophage subtypes through cell migratory pattern analysis

Macrophages can exhibit pro-inflammatory or pro-reparatory functions, contingent upon their specific activation state. This dynamic behavior empowers macrophages to engage in immune reactions and contribute to tissue homeostasis. Understanding the intricate interplay between macrophage motility and...

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Bibliographic Details
Main Authors: Manasa Kesapragada, Yao-Hui Sun, Ksenia Zlobina, Cynthia Recendez, Daniel Fregoso, Hsin-Ya Yang, Elham Aslankoohi, Rivkah Isseroff, Marco Rolandi, Min Zhao, Marcella Gomez
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
correlation between cell shape and trajectories
macrophage polarization
classification of macrophage subtypes using migration patterns
deep learning for classification of macrophage subtypes
analysis of macrophage trajectory patterns
Online Access:https://www.frontiersin.org/articles/10.3389/fcell.2024.1259037/full

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https://www.frontiersin.org/articles/10.3389/fcell.2024.1259037/full

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