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Development of Machine Learning Algorithms to Predict Patient Dissatisfaction After Primary Total Knee Arthroplasty
The Journal of Arthroplasty
◽
10.1016/j.arth.2020.05.061
◽
2020
◽
Vol 35
(11)
◽
pp. 3117-3122
Author(s):
Kyle N. Kunze
◽
Evan M. Polce
◽
Alexander J. Sadauskas
◽
Brett R. Levine
Keyword(s):
Machine Learning
◽
Total Knee Arthroplasty
◽
Knee Arthroplasty
◽
Learning Algorithms
◽
Primary Total Knee Arthroplasty
◽
Machine Learning Algorithms
◽
Patient Dissatisfaction
◽
Total Knee
◽
Primary Total Knee
Download Full-text
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Machine learning algorithms predict extended postoperative opioid use in primary total knee arthroplasty
Knee Surgery Sports Traumatology Arthroscopy
◽
10.1007/s00167-021-06812-4
◽
2022
◽
Author(s):
Christian Klemt
◽
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◽
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Development of machine learning algorithms to predict achievement of minimal clinically important difference for the KOOS‐PS following total knee arthroplasty
Journal of Orthopaedic Research®
◽
10.1002/jor.25125
◽
2021
◽
Author(s):
Akhil Katakam
◽
Aditya V. Karhade
◽
Austin Collins
◽
David Shin
◽
Charles Bragdon
◽
...
Keyword(s):
Machine Learning
◽
Total Knee Arthroplasty
◽
Knee Arthroplasty
◽
Minimal Clinically Important Difference
◽
Learning Algorithms
◽
Machine Learning Algorithms
◽
Clinically Important Difference
◽
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Machine Learning Algorithms Identify Optimal Sagittal Component Position in Total Knee Arthroplasty
The Journal of Arthroplasty
◽
10.1016/j.arth.2021.02.063
◽
2021
◽
Author(s):
Hassan Farooq
◽
Evan R. Deckard
◽
Nicholas Arnold
◽
R. Michael Meneghini
Keyword(s):
Machine Learning
◽
Total Knee Arthroplasty
◽
Knee Arthroplasty
◽
Learning Algorithms
◽
Machine Learning Algorithms
◽
Component Position
◽
Total Knee
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Machine Learning Predicts Functional Outcomes After Primary Total Knee Arthroplasty More Accurately Than Linear Regression
OrthoMedia
◽
10.1302/3114-220803
◽
2022
◽
Keyword(s):
Machine Learning
◽
Total Knee Arthroplasty
◽
Linear Regression
◽
Knee Arthroplasty
◽
Functional Outcomes
◽
Primary Total Knee Arthroplasty
◽
Total Knee
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Primary Total Knee
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Machine learning algorithms do not outperform preoperative thresholds in predicting clinically meaningful improvements after total knee arthroplasty
Knee Surgery Sports Traumatology Arthroscopy
◽
10.1007/s00167-021-06642-4
◽
2021
◽
Author(s):
Siyuan Zhang
◽
Bernard Puang Huh Lau
◽
Yau Hong Ng
◽
Xinyu Wang
◽
Weiliang Chua
Keyword(s):
Machine Learning
◽
Total Knee Arthroplasty
◽
Knee Arthroplasty
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Learning Algorithms
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Machine Learning Algorithms
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Response to Letter to the Editor on "Machine Learning and Primary Total Knee Arthroplasty: Patient Forecasting for a Patient-Specific Payment Model"
The Journal of Arthroplasty
◽
10.1016/j.arth.2019.01.034
◽
2019
◽
Vol 34
(5)
◽
pp. 1041-1043
Author(s):
Sergio M. Navarro
◽
Heather S. Haeberle
◽
Michael A. Mont
◽
Viktor E. Krebs
◽
Brendan M. Patterson
◽
...
Keyword(s):
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◽
Total Knee Arthroplasty
◽
Knee Arthroplasty
◽
Primary Total Knee Arthroplasty
◽
Patient Specific
◽
Total Knee Arthroplasty Patient
◽
Payment Model
◽
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◽
Total Knee
◽
Primary Total Knee
Download Full-text
Patient Dissatisfaction with Rehabilitation Following Primary Total Knee Arthroplasty
The Journal of Knee Surgery
◽
10.1055/s-0033-1343613
◽
2013
◽
Vol 26
(06)
◽
pp. 417-422
◽
Cited By ~ 3
Author(s):
Aaron Johnson
◽
Kimona Issa
◽
Qais Naziri
◽
Steven Harwin
◽
Petter Bonutti
◽
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Keyword(s):
Total Knee Arthroplasty
◽
Knee Arthroplasty
◽
Primary Total Knee Arthroplasty
◽
Patient Dissatisfaction
◽
Total Knee
◽
Primary Total Knee
Download Full-text
Machine learning algorithms predict within one size of the final implant ultimately used in total knee arthroplasty with good-to-excellent accuracy
Knee Surgery Sports Traumatology Arthroscopy
◽
10.1007/s00167-022-06866-y
◽
2022
◽
Author(s):
Kyle N. Kunze
◽
Evan M. Polce
◽
Arpan Patel
◽
P. Maxwell Courtney
◽
Scott M. Sporer
◽
...
Keyword(s):
Machine Learning
◽
Total Knee Arthroplasty
◽
Knee Arthroplasty
◽
Learning Algorithms
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◽
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◽
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Machine Learning and Primary Total Knee Arthroplasty: Patient Forecasting for a Patient-Specific Payment Model
The Journal of Arthroplasty
◽
10.1016/j.arth.2018.08.028
◽
2018
◽
Vol 33
(12)
◽
pp. 3617-3623
◽
Cited By ~ 32
Author(s):
Sergio M. Navarro
◽
Eric Y. Wang
◽
Heather S. Haeberle
◽
Michael A. Mont
◽
Viktor E. Krebs
◽
...
Keyword(s):
Machine Learning
◽
Total Knee Arthroplasty
◽
Knee Arthroplasty
◽
Primary Total Knee Arthroplasty
◽
Patient Specific
◽
Total Knee Arthroplasty Patient
◽
Payment Model
◽
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Download Full-text
Letter to the Editor on “Machine Learning and Primary Total Knee Arthroplasty: Patient Forecasting for a Patient-Specific Payment Model”
The Journal of Arthroplasty
◽
10.1016/j.arth.2019.01.036
◽
2019
◽
Vol 34
(5)
◽
pp. 1041
Author(s):
Thomas G. Myers
◽
Benjamin F. Ricciardi
Keyword(s):
Machine Learning
◽
Total Knee Arthroplasty
◽
Knee Arthroplasty
◽
Primary Total Knee Arthroplasty
◽
Patient Specific
◽
Total Knee Arthroplasty Patient
◽
Payment Model
◽
Letter To The Editor
◽
Total Knee
◽
Primary Total Knee
Download Full-text
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