Experts has a new look! Let us know what you think of the updates.

Provide feedback
Home
Scholarly Works
Machine learning models predicting risk of...
Journal article

Machine learning models predicting risk of revision or secondary knee injury after anterior cruciate ligament reconstruction demonstrate variable discriminatory and accuracy performance: a systematic review

Abstract

BackgroundTo summarize the statistical performance of machine learning in predicting revision, secondary knee injury, or reoperations following anterior cruciate ligament reconstruction (ACLR), and to provide a general overview of the statistical performance of these models.MethodsThree online databases (PubMed, MEDLINE, EMBASE) were searched from database inception to February 6, 2024, to identify literature on the use of machine learning to …

Authors

Blackman B; Vivekanantha P; Mughal R; Pareek A; Bozzo A; Samuelsson K; de SA D

Journal

BMC Musculoskeletal Disorders, Vol. 26, No. 1,

Publisher

Springer Nature

DOI

10.1186/s12891-024-08228-w

ISSN

1471-2474