Ensemble Algorithm for Risk Prediction of Clinical Failure After Anterior Cruciate Ligament Reconstruction.

Tianlun Zhang Zipeng Ye Jiangyu Cai Jiebo ChenTing ZhengJunjie Xu Jinzhong Zhao

Published in: Orthopaedic journal of sports medicine (2024)

The WAV ensemble algorithm was able to accurately predict patient-specific risk of clinical failure after ACLR. Clinicians and patients can use the web-based application during preoperative consultation to understand individual prediction outcomes.

Keyphrases

end stage renal disease
anterior cruciate ligament reconstruction
machine learning
neural network
palliative care
deep learning
ejection fraction
chronic kidney disease
newly diagnosed
convolutional neural network
patients undergoing
prognostic factors
type diabetes
patient reported outcomes
patient reported