Concepedia

Predicting Anterior Cruciate Ligament Reconstruction Revision: A Machine Learning Analysis Utilizing the Norwegian Knee Ligament Register.

R. Kyle Martin, Solvejg Wastvedt, Ayoosh Pareek, Håvard Visnes, Anne Marie Fenstad, Gilbert Moatshe, Julian Wolfson, Lars Engebretsen

PubMed · 2022 · 26 citations · 25 references

DOI

Abstract

Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.

References

25

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 27.3K citations · Full text

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Stochastic gradient boosting

Jerome H. Friedman · Computational Statistics & Data Analysis · 2002 · 6.9K citations

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Evaluating the Yield of Medical Tests

Frank E. Harrell · JAMA · 1982 · 3.3K citations

Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent

Noah Simon, J. Friedman, Trevor Hastie et al. · Journal of Statistical Software · 2011 · 2.5K citations · Full text

Risk Factors and Predictors of Subsequent ACL Injury in Either Knee After ACL Reconstruction

Christopher C. Kaeding, Angela Pedroza, Emily K. Reinke et al. · The American Journal of Sports Medicine · 2015 · 582 citations · Full text