Can Machine Learning Methods Produce Accurate and Easy-to-use Prediction Models of 30-day Complications and Mortality After Knee or Hip Arthroplasty?-Reference-Cited by-同舟云学术

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Can Machine Learning Methods Produce Accurate and Easy-to-use Prediction Models of 30-day Complications and Mortality After Knee or Hip Arthroplasty?

Published:2019-01-16 Issue:2 Volume:477 Page:452-460
ISSN:0009-921X
Container-title:Clinical Orthopaedics & Related Research
language:en
Short-container-title:Clin Orthop Relat Res

Author:

Harris Alex H. S.,Kuo Alfred C.,Weng Yingjie,Trickey Amber W.,Bowe Thomas,Giori Nicholas J.

Publisher

Ovid Technologies (Wolters Kluwer Health)

Subject

Orthopedics and Sports Medicine,General Medicine,Surgery

Reference24 articles.

1. The Mayo prosthetic joint infection risk score: implication for surgical site infection reporting and risk stratification;Berbari;Infect Control Hosp Epidemiol,2012

2. Development and evaluation of the universal ACS NSQIP surgical risk calculator: a decision aid and informed consent tool for patients and surgeons;Bilimoria;J Am Coll Surg,2013

3. Patient-related risk factors for periprosthetic joint infection and postoperative mortality following total hip arthroplasty in Medicare patients;Bozic;J Bone Joint Surg Am,2012

4. Estimating risk in Medicare patients with THA: an electronic risk calculator for periprosthetic joint infection and mortality;Bozic;Clin Orthop Relat Res,2013

5. Can the American College of Surgeons Risk Calculator predict 30-day complications after knee and hip arthroplasty?;Edelstein;J Arthroplasty,2015

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2. Machine Learning for Individualized Risk Estimation in Anterior Lumbar Interbody Fusion;NEUROSURG PRACT;2024

3. Optimal inputs for machine learning models in predicting total joint arthroplasty outcomes: a systematic review;European Journal of Orthopaedic Surgery & Traumatology;2024-08-30

4. Robotics in Arthroplasty: Historical Progression, Contemporary Applications, and Future Horizons With Artificial Intelligence (AI) Integration;Cureus;2024-08-23

5. Artificial intelligence in total and unicompartmental knee arthroplasty;BMC Musculoskeletal Disorders;2024-07-22

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