Young-MinKwonMDPhD, FRCS, FRCAS

PubMed

• Generalizability of machine learning models predicting 30-day unplanned readmission after primary total knee arthroplasty using a nationally representative database.
  Anirudh Buddhiraju, Michelle Riyo Shimizu, Henry Hojoon Seo, Tony Lin-Wei Chen, MohammadAmin RezazadehSaatlou, Ziwei Huang, Young-Min Kwon> ;Medical & Biological Engineering & Computing. 2024 Apr 1
• Predicting 30-day unplanned hospital readmission after revision total knee arthroplasty: machine learning model analysis of a national patient cohort.
  Tony Lin-Wei Chen, Michelle Riyo Shimizu, Anirudh Buddhiraju, Henry Hojoon Seo, Murad Abdullah Subih, Shane Fei Chen, Young-Min Kwon> ;Medical & Biological Engineering & Computing. 2024 Mar 7
• Patient-Reported Outcomes Measurement Information System Physical Function and Global Physical Health Subscale Strongly Correlate and Perform Similarly to the Knee Inj...
  Esposito, J., Bernstein, D., Melnic, C., Kwon, Y., Tobert, D.> ;The Journal of Arthroplasty. 2023 Dec 9
• [ 11 C]-PBR28 positron emission tomography signal as an imaging marker of joint inflammation in knee osteoarthritis.
  Angelica Sandström, Angel Torrado-Carvajal, Erin J Morrissey, Minhae Kim, Zeynab Alshelh, Yehui Zhu, Matthew D Li, Connie Y Chang, Mohamed Jarraya, Oluwaseun Akeju, An...> ;Pain. 2024 May 1
• Do preoperative PROMIS scores independently predict 90-day readmission following primary total knee arthroplasty?
  Anirudh Buddhiraju, Tony Lin-Wei Chen, Michelle Shimizu, Henry Hojoon Seo, John G Esposito, Young-Min Kwon> ;Archives of Orthopaedic and Trauma Surgery. 2024 Feb 1
• Can machine learning models predict prolonged length of hospital stay following primary total knee arthroplasty based on a national patient cohort data?
  Tony Lin-Wei Chen, Anirudh Buddhiraju, Henry Hojoon Seo, Michelle Riyo Shimizu, Blake M Bacevich, Young-Min Kwon> ;Archives of Orthopaedic and Trauma Surgery. 2023 Dec 1
• 2 citations
  Machine Learning Models Based on a National-Scale Cohort Identify Patients at High Risk for Prolonged Lengths of Stay Following Primary Total Hip Arthroplasty.
  Tony Lin-Wei Chen, Anirudh Buddhiraju, Timothy G Costales, Murad Abdullah Subih, Henry Hojoon Seo, Young-Min Kwon> ;The Journal of Arthroplasty. 2023 Oct 1
• 3 citations
  Validation of Machine Learning Model Performance in Predicting Blood Transfusion After Primary and Revision Total Hip Arthroplasty.
  Anirudh Buddhiraju, Michelle Riyo Shimizu, Murad A Subih, Tony Lin-Wei Chen, Henry Hojoon Seo, Young-Min Kwon> ;The Journal of Arthroplasty. 2023 Oct 1
• 3 citations
  Validation and Generalizability of Machine Learning Models for the Prediction of Discharge Disposition Following Revision Total Knee Arthroplasty.
  Anirudh Buddhiraju, Tony L-W Chen, Murad A Subih, Henry H Seo, John G Esposito, Young-Min Kwon> ;The Journal of Arthroplasty. 2023 Jun 1
• 2 citations
  Internal and External Validation of the Generalizability of Machine Learning Algorithms in Predicting Non-home Discharge Disposition Following Primary Total Knee Joint...
  Tony Lin-Wei Chen, Anirudh Buddhiraju, Henry Hojoon Seo, Murad Abdullah Subih, Pete Tuchinda, Young-Min Kwon> ;The Journal of Arthroplasty. 2023 Oct 1
• 3 citations
  The Use of Artificial Intelligence for the Prediction of Periprosthetic Joint Infection Following Aseptic Revision Total Knee Arthroplasty.
  Christian Klemt, Ingwon Yeo, Michael Harvey, Jillian C Burns, Christopher Melnic, Akachimere Cosmas Uzosike, Young-Min Kwon> ;The Journal of Knee Surgery. 2024 Jan 1
• The Same Day Discharges following Primary Total Knee Arthroplasty: A Single Surgeon, Propensity Score-Matched Cohort Analysis.
  Christian Klemt, Wayne Brian Cohen-Levy, Meghan H Pattavina, Bruna M Castro De Oliveira, Akachimere Cosmas Uzosike, Young-Min Kwon> ;The Journal of Knee Surgery. 2023 Nov 1
• 9 citations
  Predicting surgical operative time in primary total knee arthroplasty utilizing machine learning models.
  Ingwon Yeo, Christian Klemt, Christopher M Melnic, Meghan H Pattavina, Bruna M Castro De Oliveira, Young-Min Kwon> ;Archives of Orthopaedic and Trauma Surgery. 2023 Jun 1
• 8 citations
  The utilization of artificial neural networks for the prediction of 90-day unplanned readmissions following total knee arthroplasty.
  Christian Klemt, Venkatsaiakhil Tirumala, Yasamin Habibi, Anirudh Buddhiraju, Tony Lin-Wei Chen, Young-Min Kwon> ;Archives of Orthopaedic and Trauma Surgery. 2023 Jun 1
• Metal Articulations as a Source of Total Hip Arthroplasty Pain.
  Young-Min Kwon, Christian Klemt> ;The Journal of Arthroplasty. 2022 Aug 1
• 21 citations
  Artificial intelligence algorithms accurately predict prolonged length of stay following revision total knee arthroplasty.
  Christian Klemt, Venkatsaiakhil Tirumala, Ameen Barghi, Wayne Brian Cohen-Levy, Matthew Gerald Robinson, Young-Min Kwon> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2022 Aug 1
• 1 citations
  Outcome of Two-Stage Revision Total Hip and Knee Arthroplasty as a Salvage Procedure for Deep Infection of Peri-Articular Fracture Fixation: Propensity Score-Matched S...
  Janna van den Kieboom, Venkatsaiakhil Tirumala, Christian Klemt, Young-Min Kwon> ;The Archives of Bone and Joint Surgery. 2022 Jul 1
• 11 citations
  The utility of machine learning algorithms for the prediction of patient-reported outcome measures following primary hip and knee total joint arthroplasty.
  Christian Klemt, Akachimere Cosmas Uzosike, John G Esposito, Michael Joseph Harvey, Ingwon Yeo, Murad Subih, Young-Min Kwon> ;Archives of Orthopaedic and Trauma Surgery. 2023 Apr 1
• 7 citations
  Can machine learning models predict failure of revision total hip arthroplasty?
  Christian Klemt, Wayne Brian Cohen-Levy, Matthew Gerald Robinson, Jillian C Burns, Kyle Alpaugh, Ingwon Yeo, Young-Min Kwon> ;Archives of Orthopaedic and Trauma Surgery. 2023 Jun 1
• 3 citations
  Insurance Payer Type Affects Outcomes after Revision Total Joint Arthroplasty: A Matched Cohort Analysis.
  Venkatsaiakhil Tirumala, Christian Klemt, John G Esposito, Matthew G Robinson, Ameen Barghi, Young-Min Kwon> ;The Archives of Bone and Joint Surgery. 2022 Apr 1
• 10 citations
  Artificial neural networks for the prediction of transfusion rates in primary total hip arthroplasty.
  Wayne Brian Cohen-Levy, Christian Klemt, Venkatsaiakhil Tirumala, Jillian C Burns, Ameen Barghi, Yasamin Habibi, Young-Min Kwon> ;Archives of Orthopaedic and Trauma Surgery. 2023 Mar 1
• 19 citations
  Complete blood platelet and lymphocyte ratios increase diagnostic accuracy of periprosthetic joint infection following total hip arthroplasty.
  Christian Klemt, Venkatsaiakhil Tirumala, Evan J Smith, Liang Xiong, Young-Min Kwon> ;Archives of Orthopaedic and Trauma Surgery. 2023 Mar 1
• 10 citations
  The Use of Artificial Neural Networks for the Prediction of Surgical Site Infection Following TKA.
  Ingwon Yeo, Christian Klemt, Matthew Gerald Robinson, John G Esposito, Akachimere Cosmas Uzosike, Young-Min Kwon> ;The Journal of Knee Surgery. 2023 May 1
• 21 citations
  Machine learning algorithms predict extended postoperative opioid use in primary total knee arthroplasty.
  Christian Klemt, Michael Joseph Harvey, Matthew Gerald Robinson, John G Esposito, Ingwon Yeo, Young-Min Kwon> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2022 Aug 1
• 17 citations
  Machine learning models accurately predict recurrent infection following revision total knee arthroplasty for periprosthetic joint infection.
  Christian Klemt, Samuel Laurencin, Akachimere Cosmas Uzosike, Jillian C Burns, Timothy G Costales, Ingwon Yeo, Yasamin Habibi, Young-Min Kwon> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2021 Nov 11
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Journal Articles

• In-Vivo 3-Dimensional Gait Symmetry Analysis in Patients with Bilateral Total Hip Arthroplasty  
  Young-Min Kwon, MD, Journal of Biomechanics