Shimizu MR - Search Results

1

Predicting 30-day reoperation following primary total knee arthroplasty: machine learning model outperforms the ACS risk calculator.

Chen TL, Buddhiraju A, Bacevich BM, Seo HH, Shimizu MR, Kwon YM. Chen TL, et al. Among authors: shimizu mr. Med Biol Eng Comput. 2024 Dec 9. doi: 10.1007/s11517-024-03258-x. Online ahead of print. Med Biol Eng Comput. 2024. PMID: 39652282

2

Validation of Machine Learning Model Performance in Predicting Blood Transfusion After Primary and Revision Total Hip Arthroplasty.

Buddhiraju A, Shimizu MR, Subih MA, Chen TL, Seo HH, Kwon YM. Buddhiraju A, et al. Among authors: shimizu mr. J Arthroplasty. 2023 Oct;38(10):1959-1966. doi: 10.1016/j.arth.2023.06.002. Epub 2023 Jun 12. J Arthroplasty. 2023. PMID: 37315632

3

Can machine learning models predict prolonged length of hospital stay following primary total knee arthroplasty based on a national patient cohort data?

Chen TL, Buddhiraju A, Seo HH, Shimizu MR, Bacevich BM, Kwon YM. Chen TL, et al. Among authors: shimizu mr. Arch Orthop Trauma Surg. 2023 Dec;143(12):7185-7193. doi: 10.1007/s00402-023-05013-7. Epub 2023 Aug 17. Arch Orthop Trauma Surg. 2023. PMID: 37592158

4

Do preoperative PROMIS scores independently predict 90-day readmission following primary total knee arthroplasty?

Buddhiraju A, Chen TL, Shimizu M, Seo HH, Esposito JG, Kwon YM. Buddhiraju A, et al. Arch Orthop Trauma Surg. 2024 Feb;144(2):861-867. doi: 10.1007/s00402-023-05093-5. Epub 2023 Oct 20. Arch Orthop Trauma Surg. 2024. PMID: 37857869

5

Predicting 30-day unplanned hospital readmission after revision total knee arthroplasty: machine learning model analysis of a national patient cohort.

Chen TL, Shimizu MR, Buddhiraju A, Seo HH, Subih MA, Chen SF, Kwon YM. Chen TL, et al. Among authors: shimizu mr. Med Biol Eng Comput. 2024 Jul;62(7):2073-2086. doi: 10.1007/s11517-024-03054-7. Epub 2024 Mar 7. Med Biol Eng Comput. 2024. PMID: 38451418

6

Generalizability of machine learning models predicting 30-day unplanned readmission after primary total knee arthroplasty using a nationally representative database.

Buddhiraju A, Shimizu MR, Seo HH, Chen TL, RezazadehSaatlou M, Huang Z, Kwon YM. Buddhiraju A, et al. Among authors: shimizu mr. Med Biol Eng Comput. 2024 Aug;62(8):2333-2341. doi: 10.1007/s11517-024-03075-2. Epub 2024 Apr 1. Med Biol Eng Comput. 2024. PMID: 38558351

7

Neighborhood socioeconomic disadvantages associated with prolonged length of stay and non-home discharge following revision total hip and knee joint arthroplasty.

Shimizu MR, Lin-Wei Chen T, Buddhiraju A, Bacevich B, Huang Z, Kwon YM. Shimizu MR, et al. J Clin Orthop Trauma. 2024 May 7;52:102428. doi: 10.1016/j.jcot.2024.102428. eCollection 2024 May. J Clin Orthop Trauma. 2024. PMID: 38766389

8

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 CA, Buddhiraju A, Shimizu MR, Chen TL, Esposito JG, Kwon YM. Pean CA, et al. Among authors: shimizu mr. J Arthroplasty. 2024 Nov;39(11):2824-2830. doi: 10.1016/j.arth.2024.05.056. Epub 2024 May 24. J Arthroplasty. 2024. PMID: 38797444

9

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.

Shimizu MR, Buddhiraju A, Kwon OJ, Chen TLW, Kerluku J, Kwon YM. Shimizu MR, et al. Arch Orthop Trauma Surg. 2024 Jul;144(7):3045-3052. doi: 10.1007/s00402-024-05414-2. Epub 2024 Jul 2. Arch Orthop Trauma Surg. 2024. PMID: 38953943

10

Socioeconomic area deprivation index is not associated with postoperative complications following revision total hip and knee joint arthroplasty.

Shimizu MR, Buddhiraju A, Lin-Wei Chen T, Huang Z, Chen SF, Xiao P, RezazadehSaatlou M, Kwon YM. Shimizu MR, et al. J Orthop. 2024 Jul 17;58:135-139. doi: 10.1016/j.jor.2024.07.008. eCollection 2024 Dec. J Orthop. 2024. PMID: 39100544

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