Machine learning analysis identifies key predictors of baseline lung allograft dysfunction and increased mortality in lung transplant patients.

Analysis of the primary predictor, surgical incision technique, demonstrated that compared with median sternotomy, a clamshell incision was associated with higher odds of BLAD, although this association did not reach statistical significance (OR: 3.26, 95% CI: 0.75-14.21, p = 0.12).

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