Kwon, Young-Min
current student opportunities: In vivo Kinematics Analysis of total knee arthroplasty: Artificial Neural Network Approach 1/1/2022
eCommons Login: YMK1
first name: Young-Min
last name: Kwon
coauthor of: Buddhiraju, Anirudh
coauthor of: Salimy, Mehdi
coauthor of: Esposito, John
coauthor of: Melnic, Christopher
coauthor of: Rubash, Harry
full name: Young-Min Kwon, M.D., Ph.D.
has faculty rank: Full Professor
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research areas: Arthroplasty, Replacement, Knee
research areas: Arthroplasty, Replacement, Hip
research areas: Hip Prosthesis
research areas: Prosthesis-Related Infections
research areas: Reoperation
mailing address: 55 Fruit St
positions: Professor of Orthopedic Surgery
phone: 617/643-7436

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Metallosis in cemented titanium alloy total knee arthroplasty without apparent metal-on-metal articulation.
PubMed Identifier: 29776814
author list: Ho J, Mahajan J, Taylor M, Byers A, Arauz P, Kwon YM
published in: The Knee
information resource reference: Metallosis in cemented titanium alloy total knee arthroplasty without apparent metal-on-metal articulation. Knee. 2018 Aug; 25(4):728-731.
journal title abbreviation: Knee
publication date: 2018-08-01T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

In-vivo analysis of sliding distance and cross-shear in Bi-cruciate retaining total knee arthroplasty.
PubMed Identifier: 29937270
author list: Arauz P, Peng Y, An S, Kwon YM
published in: Journal of biomechanics
information resource reference: In-vivo analysis of sliding distance and cross-shear in Bi-cruciate retaining total knee arthroplasty. J Biomech. 2018 08 22; 77:8-15.
journal title abbreviation: J Biomech
publication date: 2018-06-18T00:00:00
year: 2018
type: Academic Article
type: Article
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Preoperative opioid medication use negatively affect health related quality of life after total knee arthroplasty.
PubMed Identifier: 30108011
author list: Manalo JPM, Castillo T, Hennessy D, Peng Y, Schurko B, Kwon YM
published in: The Knee
information resource reference: Preoperative opioid medication use negatively affect health related quality of life after total knee arthroplasty. Knee. 2018 Oct; 25(5):946-951.
journal title abbreviation: Knee
publication date: 2018-08-11T00:00:00
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Melnic, Christopher
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person in primary position: Assistant Professor of Orthopedic Surgery
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Iorio, Richard
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person in primary position: Professor of Orthopedic Surgery, Emeritus
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Hip Prosthesis
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number of authors: 162
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Arthroplasty, Replacement, Hip
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Reoperation
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Arthroplasty, Replacement, Knee
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Warner, Jon
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Bedair, Hany
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person in primary position: Associate Professor of Orthopedic Surgery
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Siliski, John
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Malchau, Henrik
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Katz, Jeffrey
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Lee, Sang
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Rubash, Harry
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person in primary position: Edith M. Ashley Professor of Orthopedic Surgery, Emeritus
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Raskin, Kevin
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person in primary position: Associate Professor of Orthopedic Surgery
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Albright, Maurice
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MARS MRI assessment of fatty degeneration of the gluteal muscles in patients with THA: reliability and accuracy of commonly used classification systems.
PubMed Identifier: 32935197
author list: Klemt C, Simeone FJ, Melnic CM, Tirumala V, Xiong L, Kwon YM
published in: Skeletal radiology
information resource reference: MARS MRI assessment of fatty degeneration of the gluteal muscles in patients with THA: reliability and accuracy of commonly used classification systems. Skeletal Radiol. 2021 Apr; 50(4):665-672.
journal title abbreviation: Skeletal Radiol
publication date: 2020-09-15T00:00:00
year: 2020
type: Academic Article
type: Article
type: Document
type: Information Resource

Outcome of revision surgery for adverse local tissue reactions in patients with recalled total hip arthroplasty.
PubMed Identifier: 33837474
author list: Klemt C, Limmahakhun S, Bounajem G, Melnic CM, Harvey MJ, Kwon YM
published in: Archives of orthopaedic and trauma surgery
information resource reference: Outcome of revision surgery for adverse local tissue reactions in patients with recalled total hip arthroplasty. Arch Orthop Trauma Surg. 2022 Oct; 142(10):2577-2583.
journal title abbreviation: Arch Orthop Trauma Surg
publication date: 2021-04-09T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Salimy, Mehdi
eCommons Login: mes116
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has faculty rank: Other Faculty
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person in primary position: Associate in Orthopedic Surgery
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Buddhiraju, Anirudh
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has faculty rank: Fellow or Post Doc
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Person ID: 201193
person in primary position: Research Fellow in Orthopedic Surgery
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Neural network models accurately predict discharge disposition after revision total knee arthroplasty?
PubMed Identifier: 34716766
author list: Klemt C, Uzosike AC, Harvey MJ, Laurencin S, Habibi Y, Kwon YM
published in: Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
information resource reference: Neural network models accurately predict discharge disposition after revision total knee arthroplasty? Knee Surg Sports Traumatol Arthrosc. 2022 Aug; 30(8):2591-2599.
journal title abbreviation: Knee Surg Sports Traumatol Arthrosc
publication date: 2021-10-30T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Machine learning models accurately predict recurrent infection following revision total knee arthroplasty for periprosthetic joint infection.
PubMed Identifier: 34761306
author list: Klemt C, Laurencin S, Uzosike AC, Burns JC, Costales TG, Yeo I, Habibi Y, Kwon YM
published in: Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
information resource reference: Machine learning models accurately predict recurrent infection following revision total knee arthroplasty for periprosthetic joint infection. Knee Surg Sports Traumatol Arthrosc. 2022 Aug; 30(8):2582-2590.
journal title abbreviation: Knee Surg Sports Traumatol Arthrosc
publication date: 2021-11-11T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Machine learning algorithms predict extended postoperative opioid use in primary total knee arthroplasty.
PubMed Identifier: 34984528
author list: Klemt C, Harvey MJ, Robinson MG, Esposito JG, Yeo I, Kwon YM
published in: Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
information resource reference: Machine learning algorithms predict extended postoperative opioid use in primary total knee arthroplasty. Knee Surg Sports Traumatol Arthrosc. 2022 Aug; 30(8):2573-2581.
journal title abbreviation: Knee Surg Sports Traumatol Arthrosc
publication date: 2022-01-05T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1430365
type: Authorship
author rank in publication: 1
linked author: Kwon, Young-Min
linked information resource: Metal Articulations as a Source of Total Hip Arthroplasty Pain.

Metal Articulations as a Source of Total Hip Arthroplasty Pain.
PubMed Identifier: 35101592
author list: Kwon YM, Klemt C
published in: The Journal of arthroplasty
information resource reference: Metal Articulations as a Source of Total Hip Arthroplasty Pain. J Arthroplasty. 2022 08; 37(8):1483-1487.
journal title abbreviation: J Arthroplasty
publication date: 2022-01-31T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Artificial neural networks for the prediction of transfusion rates in primary total hip arthroplasty.
PubMed Identifier: 35195782
author list: Cohen-Levy WB, Klemt C, Tirumala V, Burns JC, Barghi A, Habibi Y, Kwon YM
published in: Archives of orthopaedic and trauma surgery
information resource reference: Artificial neural networks for the prediction of transfusion rates in primary total hip arthroplasty. Arch Orthop Trauma Surg. 2023 Mar; 143(3):1643-1650.
journal title abbreviation: Arch Orthop Trauma Surg
publication date: 2022-02-23T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

In vivo Kinematics Analysis of total knee arthroplasty: Artificial Neural Network Approach 1/1/2022
end date: 2026-12-31T00:00:00
start date: 2025-01-01T00:00:00
type: Mentoring - Current Student Opportunity
overview: Recent total knee arthroplasty (TKA) designs preserve or retain both the anterior and posterior cruciate ligaments (ACL and PCL) in order to enhance more physiological tibiofemoral kinematics and maintain proprioception. These implants include newly introduced non-modular femoral design of Bi-Cruciate Retaining (BCR) Total Knee Arthroplasty. Although preservation of the anterior and posterior cruciate ligament is thought to be necessary to achieve more normal kinematics, the effect of the ACL and PCL on knee joint kinematics after bicruciate-retaining knee arthroplasties may differ from that in the native knee as the articular surface in the tibiofemoral joint is altered following these knee arthroplasties. However, in vivo kinematics including six degrees of freedom (6DOF) and tibiofemoral articular contact motion of the knee in patients with ACL-PCL retaining knee arthroplasties has not been previously quantified. The research goal is quantification and comparison of 3 TKA designs (Cruciate Retaining (CR), Posterior Cruciate Substituting (PS) TKA, Bi-Cruciate Retaining (BCR) Total Knee Arthroplasty surgical system) in comparison with wellfunctioning contralateral knee in restoring normal in vivo knee kinematics during functional activity using validated Dual Fluoroscope Imaging System. In addition, machine learning (artificial neural network) will be utilized to assess the predictive values of in vivo kinematics. The responsibilities of the student at the Orthopaedic Bioengineering Lab, Massachusetts General Hospital will include quantitative investigation of the in vivo hip and knee biomechanics of patients with total joint replacements. Specifically, the research fellow will process CT and MRI images of patients to construct novel 3D anatomic models of the hip and knee and examine the optimal surgical implantation of joint replacements. This includes data gathering, analysis, and preparation of abstracts/manuscripts as well as presentation at national profession…
webpage: https://connects.catalyst.harvard.edu/profiles/studentopportunities/Detail

Can machine learning models predict failure of revision total hip arthroplasty?
PubMed Identifier: 35507088
author list: Klemt C, Cohen-Levy WB, Robinson MG, Burns JC, Alpaugh K, Yeo I, Kwon YM
published in: Archives of orthopaedic and trauma surgery
information resource reference: Can machine learning models predict failure of revision total hip arthroplasty? Arch Orthop Trauma Surg. 2023 Jun; 143(6):2805-2812.
journal title abbreviation: Arch Orthop Trauma Surg
publication date: 2022-05-04T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

The utility of machine learning algorithms for the prediction of patient-reported outcome measures following primary hip and knee total joint arthroplasty.
PubMed Identifier: 35767040
author list: Klemt C, Uzosike AC, Esposito JG, Harvey MJ, Yeo I, Subih M, Kwon YM
published in: Archives of orthopaedic and trauma surgery
information resource reference: The utility of machine learning algorithms for the prediction of patient-reported outcome measures following primary hip and knee total joint arthroplasty. Arch Orthop Trauma Surg. 2023 Apr; 143(4):2235-2245.
journal title abbreviation: Arch Orthop Trauma Surg
publication date: 2022-06-29T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Predicting surgical operative time in primary total knee arthroplasty utilizing machine learning models.
PubMed Identifier: 35994094
author list: Yeo I, Klemt C, Melnic CM, Pattavina MH, De Oliveira BMC, Kwon YM
published in: Archives of orthopaedic and trauma surgery
information resource reference: Predicting surgical operative time in primary total knee arthroplasty utilizing machine learning models. Arch Orthop Trauma Surg. 2023 Jun; 143(6):3299-3307.
journal title abbreviation: Arch Orthop Trauma Surg
publication date: 2022-08-22T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

The utilization of artificial neural networks for the prediction of 90-day unplanned readmissions following total knee arthroplasty.
PubMed Identifier: 35933638
author list: Klemt C, Tirumala V, Habibi Y, Buddhiraju A, Chen TL, Kwon YM
published in: Archives of orthopaedic and trauma surgery
information resource reference: The utilization of artificial neural networks for the prediction of 90-day unplanned readmissions following total knee arthroplasty. Arch Orthop Trauma Surg. 2023 Jun; 143(6):3279-3289.
journal title abbreviation: Arch Orthop Trauma Surg
publication date: 2022-08-07T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Can machine learning models predict prolonged length of hospital stay following primary total knee arthroplasty based on a national patient cohort data?
PubMed Identifier: 37592158
author list: Chen TL, Buddhiraju A, Seo HH, Shimizu MR, Bacevich BM, Kwon YM
published in: Archives of orthopaedic and trauma surgery
information resource reference: Can machine learning models predict prolonged length of hospital stay following primary total knee arthroplasty based on a national patient cohort data? Arch Orthop Trauma Surg. 2023 Dec; 143(12):7185-7193.
journal title abbreviation: Arch Orthop Trauma Surg
publication date: 2023-08-17T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Do preoperative PROMIS scores independently predict 90-day readmission following primary total knee arthroplasty?
PubMed Identifier: 37857869
author list: Buddhiraju A, Chen TL, Shimizu M, Seo HH, Esposito JG, Kwon YM
published in: Archives of orthopaedic and trauma surgery
information resource reference: Do preoperative PROMIS scores independently predict 90-day readmission following primary total knee arthroplasty? Arch Orthop Trauma Surg. 2024 Feb; 144(2):861-867.
journal title abbreviation: Arch Orthop Trauma Surg
publication date: 2023-10-20T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Predicting 30-day unplanned hospital readmission after revision total knee arthroplasty: machine learning model analysis of a national patient cohort.
PubMed Identifier: 38451418
author list: Chen TL, Shimizu MR, Buddhiraju A, Seo HH, Subih MA, Chen SF, Kwon YM
published in: Medical & biological engineering & computing
information resource reference: Predicting 30-day unplanned hospital readmission after revision total knee arthroplasty: machine learning model analysis of a national patient cohort. Med Biol Eng Comput. 2024 Jul; 62(7):2073-2086.
journal title abbreviation: Med Biol Eng Comput
publication date: 2024-03-07T00:00:00
year: 2024
type: Academic Article
type: Article
type: Document
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Generalizability of machine learning models predicting 30-day unplanned readmission after primary total knee arthroplasty using a nationally representative database.
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Are social determinants of health associated with an increased length of hospitalization after revision total hip and knee arthroplasty? A comparison study of social deprivation indices.
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author list: Shimizu MR, Buddhiraju A, Kwon OJ, Chen TLW, Kerluku J, Kwon YM
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Predicting extended hospital stay following revision total hip arthroplasty: a machine learning model analysis based on the ACS-NSQIP database.
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Predicting prolonged length of stay following revision total knee arthroplasty: A national database analysis using machine learning models.
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Comparing prediction accuracy for 30-day readmission following primary total knee arthroplasty: the ACS-NSQIP risk calculator versus a novel artificial neural network model.
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Predicting 30-day reoperation following primary total knee arthroplasty: machine learning model outperforms the ACS risk calculator.
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Machine learning to predict periprosthetic joint infections following primary total hip arthroplasty using a national database.
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author list: Salimy MS, Buddhiraju A, Chen TL, Mittal A, Xiao P, Kwon YM
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Machine learning models based on a national-scale cohort accurately identify patients at high risk of deep vein thrombosis following primary total hip arthroplasty.
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author list: Huang Z, Buddhiraju A, Chen TL, RezazadehSaatlou M, Chen SF, Bacevich BM, Xiao P, Kwon YM
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information resource reference: Machine learning models based on a national-scale cohort accurately identify patients at high risk of deep vein thrombosis following primary total hip arthroplasty. Orthop Traumatol Surg Res. 2025 Jun; 111(4):104238.
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linked information resource: Artificial neural networks for the prediction of transfusion rates in primary total hip arthroplasty.

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linked information resource: Comparison of patient reported outcome measures after single versus two-stage revision for chronic infection of total hip arthroplasty: a retrospective propensity score matched cohort study.

Knee motion symmetry was not restored in patients with unilateral bi-cruciate retaining total knee arthroplasty-in vivo three-dimensional kinematic analysis.
PubMed Identifier: 29779140
author list: Arauz P, Peng Y, Kwon YM
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information resource reference: Knee motion symmetry was not restored in patients with unilateral bi-cruciate retaining total knee arthroplasty-in vivo three-dimensional kinematic analysis. Int Orthop. 2018 12; 42(12):2817-2823.
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Artificial intelligence algorithms accurately predict prolonged length of stay following revision total knee arthroplasty.
PubMed Identifier: 35099600
author list: Klemt C, Tirumala V, Barghi A, Cohen-Levy WB, Robinson MG, Kwon YM
published in: Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
information resource reference: Artificial intelligence algorithms accurately predict prolonged length of stay following revision total knee arthroplasty. Knee Surg Sports Traumatol Arthrosc. 2022 Aug; 30(8):2556-2564.
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Outcome and risk factors of failures associated with revision total hip arthroplasty for recurrent dislocation.
PubMed Identifier: 33599845
author list: Klemt C, Chen W, Bounajem G, Tirumala V, Xiong L, Kwon YM
published in: Archives of orthopaedic and trauma surgery
information resource reference: Outcome and risk factors of failures associated with revision total hip arthroplasty for recurrent dislocation. Arch Orthop Trauma Surg. 2022 Aug; 142(8):1801-1807.
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Periprosthetic joint infection is the main reason for failure in patients following periprosthetic fracture treated with revision arthroplasty.
PubMed Identifier: 33991236
author list: van den Kieboom J, Tirumala V, Xiong L, Klemt C, Kwon YM
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information resource reference: Periprosthetic joint infection is the main reason for failure in patients following periprosthetic fracture treated with revision arthroplasty. Arch Orthop Trauma Surg. 2022 Dec; 142(12):3565-3574.
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Complete blood platelet and lymphocyte ratios increase diagnostic accuracy of periprosthetic joint infection following total hip arthroplasty.
PubMed Identifier: 35098356
author list: Klemt C, Tirumala V, Smith EJ, Xiong L, Kwon YM
published in: Archives of orthopaedic and trauma surgery
information resource reference: Complete blood platelet and lymphocyte ratios increase diagnostic accuracy of periprosthetic joint infection following total hip arthroplasty. Arch Orthop Trauma Surg. 2023 Mar; 143(3):1441-1449.
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Three-dimensional in vivo difference between native acetabular version and acetabular component version influences iliopsoas impingement after total hip arthroplasty.
PubMed Identifier: 26611727
author list: Park KK, Tsai TY, Dimitriou D, Kwon YM
published in: International orthopaedics
information resource reference: Three-dimensional in vivo difference between native acetabular version and acetabular component version influences iliopsoas impingement after total hip arthroplasty. Int Orthop. 2016 Sep; 40(9):1807-12.
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Metal-on-metal total hip arthroplasty: risk factors for pseudotumours and clinical systematic evaluation.
PubMed Identifier: 27761629
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information resource reference: Metal-on-metal total hip arthroplasty: risk factors for pseudotumours and clinical systematic evaluation. Int Orthop. 2017 05; 41(5):885-892.
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In-vivo 3-Dimensional gait symmetry analysis in patients with bilateral total hip arthroplasty.
PubMed Identifier: 30037578
author list: Arauz P, Peng Y, MacAuliffe J, Kwon YM
published in: Journal of biomechanics
information resource reference: In-vivo 3-Dimensional gait symmetry analysis in patients with bilateral total hip arthroplasty. J Biomech. 2018 08 22; 77:131-137.
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Comparison of patient reported outcome measures after single versus two-stage revision for chronic infection of total hip arthroplasty: a retrospective propensity score matched cohort study.
PubMed Identifier: 33783636
author list: Tirumala V, Klemt C, van den Kieboom J, Xiong L, Kwon YM
published in: Archives of orthopaedic and trauma surgery
information resource reference: Comparison of patient reported outcome measures after single versus two-stage revision for chronic infection of total hip arthroplasty: a retrospective propensity score matched cohort study. Arch Orthop Trauma Surg. 2021 Oct; 141(10):1789-1796.
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Asymmetrical tibial polyethylene geometry-cruciate retaining total knee arthroplasty does not fully restore in-vivo articular contact kinematics during strenuous activities.
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author list: Klemt C, Drago J, Tirumala V, Kwon YM
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information resource reference: Asymmetrical tibial polyethylene geometry-cruciate retaining total knee arthroplasty does not fully restore in-vivo articular contact kinematics during strenuous activities. Knee Surg Sports Traumatol Arthrosc. 2022 Feb; 30(2):652-660.
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Instructor in Orthopedic Surgery
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Professor of Orthopedic Surgery
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Professor of Medicine
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Instructor in Orthopedic Surgery
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In-vivo 6 degrees-of-freedom kinematics of metal-on-polyethylene total hip arthroplasty during gait.
PubMed Identifier: 24704170
author list: Tsai TY, Li JS, Wang S, Scarborough D, Kwon YM
published in: Journal of biomechanics
information resource reference: In-vivo 6 degrees-of-freedom kinematics of metal-on-polyethylene total hip arthroplasty during gait. J Biomech. 2014 May 07; 47(7):1572-6.
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Does component alignment affect gait symmetry in unilateral total hip arthroplasty patients?
PubMed Identifier: 26117163
author list: Tsai TY, Li JS, Dimitriou D, Kwon YM
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information resource reference: Does component alignment affect gait symmetry in unilateral total hip arthroplasty patients? Clin Biomech (Bristol). 2015 Oct; 30(8):802-7.
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The effect of femoral neck osteotomy on femoral component position of a primary cementless total hip arthroplasty.
PubMed Identifier: 25787684
author list: Dimitriou D, Tsai TY, Kwon YM
published in: International orthopaedics
information resource reference: The effect of femoral neck osteotomy on femoral component position of a primary cementless total hip arthroplasty. Int Orthop. 2015 Dec; 39(12):2315-21.
journal title abbreviation: Int Orthop
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Assessment of accuracy and precision of 3D reconstruction of unicompartmental knee arthroplasty in upright position using biplanar radiography.
PubMed Identifier: 27117422
author list: Tsai TY, Dimitriou D, Hosseini A, Liow MHL, Torriani M, Li G, Kwon YM
published in: Medical engineering & physics
information resource reference: Assessment of accuracy and precision of 3D reconstruction of unicompartmental knee arthroplasty in upright position using biplanar radiography. Med Eng Phys. 2016 07; 38(7):633-638.
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Esposito, John
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linked information resource: Asymptomatic Pseudotumors in Patients with Taper Corrosion of a Dual-Taper Modular Femoral Stem: MARS-MRI and Metal Ion Study.

Asymptomatic Pseudotumors in Patients with Taper Corrosion of a Dual-Taper Modular Femoral Stem: MARS-MRI and Metal Ion Study.
PubMed Identifier: 27869625
author list: Kwon YM, Khormaee S, Liow MH, Tsai TY, Freiberg AA, Rubash HE
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information resource reference: Asymptomatic Pseudotumors in Patients with Taper Corrosion of a Dual-Taper Modular Femoral Stem: MARS-MRI and Metal Ion Study. J Bone Joint Surg Am. 2016 Oct 19; 98(20):1735-1740.
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55 Fruit St
type: Address
address line 1: Massachusetts General Hospital
address line 2: Ortho Surgery, Yawkey 3B
address line 3: 55 Fruit St
city: Boston
postal code: 02114
state or province: MA

Orthopedic Surgery
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