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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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  Data: Machine learning methods are comparable to logistic regression techniques in predicting severe walking limitation following total knee arthroplasty.
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  Data: <searchLink fieldCode="AU" term="%22Pua+YH%22">Pua YH</searchLink>; Department of Physiotherapy, Singapore General Hospital, Singapore, Singapore. pua.yong.hao@sgh.com.sg.<br /><searchLink fieldCode="AU" term="%22Kang+H%22">Kang H</searchLink>; Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA.<br /><searchLink fieldCode="AU" term="%22Thumboo+J%22">Thumboo J</searchLink>; Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Clark+RA%22">Clark RA</searchLink>; Research Health Institute, University of the Sunshine Coast, Sunshine Coast, Australia.<br /><searchLink fieldCode="AU" term="%22Chew+ES%22">Chew ES</searchLink>; Department of Physiotherapy, Singapore General Hospital, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Poon+CL%22">Poon CL</searchLink>; Department of Physiotherapy, Singapore General Hospital, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Chong+HC%22">Chong HC</searchLink>; Department of Physiotherapy, Changi General Hospital, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Yeo+SJ%22">Yeo SJ</searchLink>; Department of Orthopaedic Surgery, Singapore General Hospital, Singapore, Singapore.
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  Data: <searchLink fieldCode="JN" term="%229314730%22">Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA</searchLink> [Knee Surg Sports Traumatol Arthrosc] 2020 Oct; Vol. 28 (10), pp. 3207-3216. <i>Date of Electronic Publication: </i>2019 Dec 12.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley%22">Wiley </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>9314730 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1433-7347 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209422056%22">09422056 </searchLink><i>NLM ISO Abbreviation: </i>Knee Surg Sports Traumatol Arthrosc <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s00167-019-05822-7
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      – Code: eng
        Text: English
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      – TitleFull: Machine learning methods are comparable to logistic regression techniques in predicting severe walking limitation following total knee arthroplasty.
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              Text: 2020 Oct
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              Y: 2020
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