Prediction of 30-Day Mortality Following Revision Total Hip and Knee Arthroplasty: Machine Learning Algorithms Outperform CARDE-B, 5-Item, and 6-Item Modified Frailty Index Risk Scores

Christian Pean; Anirudh Buddhiraju; Michelle Shimizu; Linwei Tony Chen; John Esposito; Young-Min Kwon

doi:10.1016/j.arth.2024.05.056

Prediction of 30-Day Mortality Following Revision Total Hip and Knee Arthroplasty: Machine Learning Algorithms Outperform CARDE-B, 5-Item, and 6-Item Modified Frailty Index Risk Scores

Christian Pean, Anirudh Buddhiraju, Michelle Shimizu, Linwei Tony Chen, John Esposito, Young-Min Kwon

Department of Biomedical Engineering

Research output: Journal article publication › Journal article › Academic research › peer-review

Original language	English
Journal	Journal of Arthroplasty
DOIs	https://doi.org/10.1016/j.arth.2024.05.056
Publication status	Published - 24 May 2024

More information

10.1016/j.arth.2024.05.056

Cite this

@article{ef940a6962ce464daab0721e001b2bc7,

title = "Prediction of 30-Day Mortality Following Revision Total Hip and Knee Arthroplasty: Machine Learning Algorithms Outperform CARDE-B, 5-Item, and 6-Item Modified Frailty Index Risk Scores",

author = "Christian Pean and Anirudh Buddhiraju and Michelle Shimizu and Chen, {Linwei Tony} and John Esposito and Young-Min Kwon",

year = "2024",

month = may,

day = "24",

doi = "10.1016/j.arth.2024.05.056",

language = "English",

journal = "Journal of Arthroplasty",

issn = "0883-5403",

publisher = "Churchill Livingstone",

}

Prediction of 30-Day Mortality Following Revision Total Hip and Knee Arthroplasty: Machine Learning Algorithms Outperform CARDE-B, 5-Item, and 6-Item Modified Frailty Index Risk Scores. / Pean, Christian; Buddhiraju, Anirudh; Shimizu, Michelle et al.
In: Journal of Arthroplasty, 24.05.2024.

Research output: Journal article publication › Journal article › Academic research › peer-review

TY - JOUR

T1 - Prediction of 30-Day Mortality Following Revision Total Hip and Knee Arthroplasty: Machine Learning Algorithms Outperform CARDE-B, 5-Item, and 6-Item Modified Frailty Index Risk Scores

AU - Pean, Christian

AU - Buddhiraju, Anirudh

AU - Shimizu, Michelle

AU - Chen, Linwei Tony

AU - Esposito, John

AU - Kwon, Young-Min

PY - 2024/5/24

Y1 - 2024/5/24

U2 - 10.1016/j.arth.2024.05.056

DO - 10.1016/j.arth.2024.05.056

M3 - Journal article

SN - 0883-5403

JO - Journal of Arthroplasty

JF - Journal of Arthroplasty

ER -