Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
Ceiling Effect of the Combined Norwegian and Danish Knee Ligament Registers Limits Anterior Cruciate Ligament Reconstruction Outcome Prediction
11
Zitationen
10
Autoren
2023
Jahr
Abstract
Machine learning analysis of the combined NKLR and DKRR enabled prediction of the revision ACLR risk with moderate accuracy. However, the resulting algorithms were less user-friendly and did not demonstrate superior accuracy in comparison with the previously developed model based on patients from the NKLR alone, despite the analysis of nearly 63,000 patients. This ceiling effect suggests that simply adding more patients to current national knee ligament registers is unlikely to improve predictive capability and may prompt future changes to increase variable inclusion.
Ähnliche Arbeiten
Treatment of Deep Cartilage Defects in the Knee with Autologous Chondrocyte Transplantation
1994 · 5.477 Zit.
Rating Systems in the Evaluation of Knee Ligament Injuries
1985 · 4.539 Zit.
Rationale, of The Knee Society Clinical Rating System
1989 · 4.504 Zit.
Knee Injury and Osteoarthritis Outcome Score (KOOS)—Development of a Self-Administered Outcome Measure
1998 · 3.772 Zit.
Biomechanical Measures of Neuromuscular Control and Valgus Loading of the Knee Predict Anterior Cruciate Ligament Injury Risk in Female Athletes: A Prospective Study
2005 · 3.451 Zit.