Unraveling the effect of collagen damage on bone fracture using in situ synchrotron microtomography with deep learning

Abstract

Collagen is known to play a key role in the fracture resistance of bone. Here, in situ synchrotron tomography during the mechanical testing of bone is combined with deep learning to mitigate radiation damage, revealing that a compromised collagen network lowers the efficacy of crack deflection.