A diagram showing how machine learning aids in investigating the relationship between Ti implant surfaces and macrophage immune responses. (IMAGE)

BMEF (BME Frontiers)

A diagram showing how machine learning aids in investigating the relationship between Ti implant surfaces and macrophage immune responses.

Caption

By employing ML techniques to investigate the modulation of macrophage polarization, it is possible to conduct an in-depth analysis of titanium metal’s regulatory role. IL-10 and TNF-α, as key anti-inflammatory and pro-inflammatory factors of macrophages, respectively, play essential roles in regulating immune responses

Credit

Xiao Lab@ GMU.

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