Machine Learning and Primary Total Knee Arthroplasty: Patient Forecasting for a Patient-Specific Payment Model

Sergio M. Navarro; Eric Y. Wang; Heather S. Haeberle; Michael A. Mont; Viktor E. Krebs; Brendan M. Patterson; Prem N. Ramkumar

doi:10.1016/j.arth.2018.08.028

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 ◽

Total Knee ◽

Primary Total Knee

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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):

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

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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

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Can a Single-Use and Patient-Specific Instrumentation Be Reliably Used in Primary Total Knee Arthroplasty? A Multicenter Controlled Study

The Journal of Arthroplasty ◽

10.1016/j.arth.2018.02.038 ◽

2018 ◽

Vol 33 (7) ◽

pp. 2111-2118 ◽

Cited By ~ 9

Author(s):

Laurent Abane ◽

Amine Zaoui ◽

Philippe Anract ◽

Nicolas Lefevre ◽

Serge Herman ◽

...

Keyword(s):

Total Knee Arthroplasty ◽

Knee Arthroplasty ◽

Primary Total Knee Arthroplasty ◽

Controlled Study ◽

Patient Specific ◽

Patient Specific Instrumentation ◽

Total Knee ◽

Single Use ◽

Primary Total Knee

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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 ◽

Michael Joseph Harvey ◽

Matthew Gerald Robinson ◽

John G. Esposito ◽

Ingwon Yeo ◽

...

Keyword(s):

Machine Learning ◽

Total Knee Arthroplasty ◽

Knee Arthroplasty ◽

Learning Algorithms ◽

Primary Total Knee Arthroplasty ◽

Machine Learning Algorithms ◽

Opioid Use ◽

Total Knee ◽

Primary Total Knee

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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

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Handheld Navigation Device and Patient-Specific Cutting Guides Result in Similar Coronal Alignment for Primary Total Knee Arthroplasty: a Retrospective Matched Cohort Study

HSS Journal ® ◽

10.1007/s11420-015-9484-2 ◽

2016 ◽

Vol 12 (3) ◽

pp. 224-234 ◽

Cited By ~ 8

Author(s):

Michael E. Steinhaus ◽

Alexander S. McLawhorn ◽

Shawn S. Richardson ◽

Patrick Maher ◽

David J. Mayman

Keyword(s):

Total Knee Arthroplasty ◽

Cohort Study ◽

Knee Arthroplasty ◽

Primary Total Knee Arthroplasty ◽

Patient Specific ◽

Matched Cohort ◽

Coronal Alignment ◽

Cutting Guides ◽

Total Knee ◽

Primary Total Knee

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A comparison of short term radiological alignment outcomes of the patient specific and standard instrumentation for primary total knee arthroplasty: A systematic review and meta-analysis

Acta Orthopaedica et Traumatologica Turcica ◽

10.1016/j.aott.2017.02.001 ◽

2017 ◽

Vol 51 (3) ◽

pp. 215-222 ◽

Cited By ~ 11

Author(s):

Ilhan Alcelik ◽

Mark Blomfield ◽

Cenk Öztürk ◽

Ashish Soni ◽

Richard Charity ◽

...

Keyword(s):

Systematic Review ◽

Total Knee Arthroplasty ◽

Knee Arthroplasty ◽

Meta Analysis ◽

Primary Total Knee Arthroplasty ◽

Patient Specific ◽

Short Term ◽

Total Knee ◽

Standard Instrumentation ◽

Primary 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 ◽

Primary Total Knee

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Computerized tomography based “patient specific blocks” improve postoperative mechanical alignment in primary total knee arthroplasty

World Journal of Orthopedics ◽

10.5312/wjo.v7.i7.426 ◽

2016 ◽

Vol 7 (7) ◽

pp. 426 ◽

Cited By ~ 8

Author(s):

Raju Vaishya ◽

Vipul Vijay ◽

Vikas P Birla ◽

Amit K Agarwal

Keyword(s):

Total Knee Arthroplasty ◽

Computerized Tomography ◽

Knee Arthroplasty ◽

Primary Total Knee Arthroplasty ◽

Patient Specific ◽

Mechanical Alignment ◽

Total Knee ◽

Primary Total Knee

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Patient specific instruments for primary total knee arthroplasty: A new concept

Apollo Medicine ◽

10.1016/j.apme.2014.11.008 ◽

2014 ◽

Vol 11 (4) ◽

pp. 277-283

Author(s):

Raju Vaishya ◽

Vipul Vijay ◽

Vikas Birla

Keyword(s):

Total Knee Arthroplasty ◽

Knee Arthroplasty ◽

Primary Total Knee Arthroplasty ◽

Patient Specific ◽

Patient Specific Instruments ◽

Total Knee ◽

Primary Total Knee

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