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  • Development and training of a machine learning algorithm to identify patients at risk for recurrence following an arthroscopic Bankart repair (CLEARER): protocol for a retrospective, multicentre, cohort study

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Protocol
Development and training of a machine learning algorithm to identify patients at risk for recurrence following an arthroscopic Bankart repair (CLEARER): protocol for a retrospective, multicentre, cohort study

Authors

  • Sanne H van Spanning Orthopaedic Surgery, OLVG, Amsterdam, Noord-Holland, The NetherlandsHand, Upper Limb, Peripheral Nerve, Brachial Plexus and Microsurgery Unit, Alps Surgery Institute, Annecy, FranceDepartment of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • Lukas P E Verweij Orthopedic Surgery, Amsterdam Movement Sciences, Amsterdam UMC Locatie AMC, Amsterdam, North Holland, The NetherlandsAcademic Center for Evidence-based Sports Medicine (ACES), Amsterdam UMC Locatie AMC, Amsterdam, North Holland, The NetherlandsAmsterdam Collaboration for Health and Safety in Sports (ACHSS), International Olympic Committee (IOC) Research Centre, Amsterdam UMC, Amsterdam, Netherlands PubMed articlesGoogle scholar articles
  • Laurens J H Allaart Hand, Upper Limb, Peripheral Nerve, Brachial Plexus and Microsurgery Unit, Alps Surgery Institute, Annecy, FranceDepartment of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • Laurent A M Hendrickx Orthopedic Surgery, Amsterdam Movement Sciences, Amsterdam UMC Locatie AMC, Amsterdam, North Holland, The NetherlandsAcademic Center for Evidence-based Sports Medicine (ACES), Amsterdam UMC Locatie AMC, Amsterdam, North Holland, The NetherlandsDepartment of Orthopaedic & Trauma Surgery, Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia PubMed articlesGoogle scholar articles
  • Job N Doornberg Department of Orthopaedic & Trauma Surgery, Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia PubMed articlesGoogle scholar articles
  • George S Athwal Roth McFarlane Hand and Upper Limb Center, Schulich School of Medicine and Dentistry, London, Ontario, Canada PubMed articlesGoogle scholar articles
  • Thibault Lafosse Hand, Upper Limb, Peripheral Nerve, Brachial Plexus and Microsurgery Unit, Alps Surgery Institute, Annecy, France PubMed articlesGoogle scholar articles
  • Laurent Lafosse Hand, Upper Limb, Peripheral Nerve, Brachial Plexus and Microsurgery Unit, Alps Surgery Institute, Annecy, France PubMed articlesGoogle scholar articles
  • Michel P J van den Bekerom Orthopaedic Surgery, OLVG, Amsterdam, Noord-Holland, The NetherlandsDepartment of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • Geert Alexander Buijze Hand, Upper Limb, Peripheral Nerve, Brachial Plexus and Microsurgery Unit, Alps Surgery Institute, Annecy, FranceOrthopedic Surgery, Amsterdam Movement Sciences, Amsterdam UMC Locatie AMC, Amsterdam, North Holland, The NetherlandsDepartment of Orthopaedic Surgery, Montpellier University Medical Center, Montpellier, Languedoc-Roussillon, France PubMed articlesGoogle scholar articles
  • on behalf of the Machine Learning Consortium
    Google scholar articles
  1. Correspondence to Ms Sanne H van Spanning; shvanspanning{at}gmail.com
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Citation

van Spanning SH, Verweij LPE, Allaart LJH on behalf of the Machine Learning Consortium, et al
Development and training of a machine learning algorithm to identify patients at risk for recurrence following an arthroscopic Bankart repair (CLEARER): protocol for a retrospective, multicentre, cohort study
BMJ Open 2022;12:e055346. doi: 10.1136/bmjopen-2021-055346

Publication history

  • Received July 13, 2021
  • Accepted April 28, 2022
  • First published September 8, 2022.
Online issue publication 
September 08, 2022
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Review history

  • Supplementary Data

    This web only file has been produced by the BMJ Publishing Group from an electronic file supplied by the author(s) and has not been edited for content.

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© Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/.