IntroductionTo evaluate whether routinely measured MRI-based patellofemoral joint morphometric parameters can support diagnostic modeling of selected adolescent knee pathologies and to compare a conventional multivariable logistic regression baseline with machine-learning approaches.MethodsThis retrospective single-center pilot diganostic modeling study included 168 adolescents (97 girls, 71 boys…
