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Neural network surrogates for musculoskeletal models: An application to implant alignment in total knee arthroplasty.

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Title: Neural network surrogates for musculoskeletal models: An application to implant alignment in total knee arthroplasty.
Authors: Ten Klooster L; Radboud University Medical Center, Orthopaedic Research Laboratory, 6500 HB Nijmegen, the Netherlands; University of Twente, Department of Applied Mathematics, Technical Medical Centre, 7522 NB Enschede, the Netherlands. Electronic address: linda.tenklooster@radboudumc.nl., Tzanetis P; University of Twente, Department of Biomechanical Engineering, 7522 LW Enschede, the Netherlands., Janssen D; Radboud University Medical Center, Orthopaedic Research Laboratory, 6500 HB Nijmegen, the Netherlands., Bitter T; Radboud University Medical Center, Orthopaedic Research Laboratory, 6500 HB Nijmegen, the Netherlands., Wolterink JM; University of Twente, Department of Applied Mathematics, Technical Medical Centre, 7522 NB Enschede, the Netherlands.
Source: Journal of biomechanics [J Biomech] 2026 Mar; Vol. 198, pp. 113214. Date of Electronic Publication: 2026 Feb 14.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Science Country of Publication: United States NLM ID: 0157375 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-2380 (Electronic) Linking ISSN: 00219290 NLM ISO Abbreviation: J Biomech Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Ten+Klooster+L%22">Ten Klooster L</searchLink>; Radboud University Medical Center, Orthopaedic Research Laboratory, 6500 HB Nijmegen, the Netherlands; University of Twente, Department of Applied Mathematics, Technical Medical Centre, 7522 NB Enschede, the Netherlands. Electronic address: linda.tenklooster@radboudumc.nl.<br /><searchLink fieldCode="AU" term="%22Tzanetis+P%22">Tzanetis P</searchLink>; University of Twente, Department of Biomechanical Engineering, 7522 LW Enschede, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Janssen+D%22">Janssen D</searchLink>; Radboud University Medical Center, Orthopaedic Research Laboratory, 6500 HB Nijmegen, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Bitter+T%22">Bitter T</searchLink>; Radboud University Medical Center, Orthopaedic Research Laboratory, 6500 HB Nijmegen, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Wolterink+JM%22">Wolterink JM</searchLink>; University of Twente, Department of Applied Mathematics, Technical Medical Centre, 7522 NB Enschede, the Netherlands.
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        Value: 10.1016/j.jbiomech.2026.113214
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              Text: 2026 Mar
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