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Machine learning methods are comparable to logistic regression techniques in predicting severe walking limitation following total knee arthroplasty.

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Title: Machine learning methods are comparable to logistic regression techniques in predicting severe walking limitation following total knee arthroplasty.
Authors: Pua YH; Department of Physiotherapy, Singapore General Hospital, Singapore, Singapore. pua.yong.hao@sgh.com.sg., Kang H; Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA., Thumboo J; Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore., Clark RA; Research Health Institute, University of the Sunshine Coast, Sunshine Coast, Australia., Chew ES; Department of Physiotherapy, Singapore General Hospital, Singapore, Singapore., Poon CL; Department of Physiotherapy, Singapore General Hospital, Singapore, Singapore., Chong HC; Department of Physiotherapy, Changi General Hospital, Singapore, Singapore., Yeo SJ; Department of Orthopaedic Surgery, Singapore General Hospital, Singapore, Singapore.
Source: Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA [Knee Surg Sports Traumatol Arthrosc] 2020 Oct; Vol. 28 (10), pp. 3207-3216. Date of Electronic Publication: 2019 Dec 12.
Publication Type: Journal Article
Journal Info: Publisher: Wiley Country of Publication: Germany NLM ID: 9314730 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1433-7347 (Electronic) Linking ISSN: 09422056 NLM ISO Abbreviation: Knee Surg Sports Traumatol Arthrosc Subsets: MEDLINE
Database: MEDLINE Ultimate
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Description
ISSN:1433-7347
DOI:10.1007/s00167-019-05822-7