CT-based 3D bone shape modes are associated with clinically meaningful functional improvement after total knee arthroplasty.

In the internal discrimination analysis, the combined model integrating clinical data and bone shape features showed a numerically higher cross-validated AUC than the clinical-only model, although the bootstrap comparison of AUC difference did not reach statistical significance.

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