Trustworthy deep learning framework for the detection of abnormalities in X-ray shoulder images

• Laith Alzubaidi ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: l.alzubaidi@qut.edu.au

  Affiliations School of Mechanical, Medical, and Process Engineering, Queensland University of Technology, Brisbane, QLD, Australia, Queensland Unit for Advanced Shoulder Research (QUASR)/ARC Industrial Transformation Training Centre—Joint Biomechanics, Queensland University of Technology, Brisbane, QLD, Australia, Centre for Data Science, Queensland University of Technology, Brisbane, QLD, Australia, Akunah Medical Technology Pty Ltd Company, Brisbane, QLD, Australia

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• Asma Salhi,

  Roles Data curation, Formal analysis, Writing – original draft, Writing – review & editing

  Affiliations Queensland Unit for Advanced Shoulder Research (QUASR)/ARC Industrial Transformation Training Centre—Joint Biomechanics, Queensland University of Technology, Brisbane, QLD, Australia, Akunah Medical Technology Pty Ltd Company, Brisbane, QLD, Australia

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• Mohammed A.Fadhel,

  Roles Methodology, Validation, Visualization, Writing – review & editing

  Affiliation Akunah Medical Technology Pty Ltd Company, Brisbane, QLD, Australia

  https://orcid.org/0000-0001-9877-049X

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• Jinshuai Bai,

  Roles Validation, Visualization, Writing – review & editing

  Affiliations School of Mechanical, Medical, and Process Engineering, Queensland University of Technology, Brisbane, QLD, Australia, Queensland Unit for Advanced Shoulder Research (QUASR)/ARC Industrial Transformation Training Centre—Joint Biomechanics, Queensland University of Technology, Brisbane, QLD, Australia

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• Freek Hollman,

  Roles Formal analysis, Validation, Visualization, Writing – review & editing

  Affiliation Queensland Unit for Advanced Shoulder Research (QUASR)/ARC Industrial Transformation Training Centre—Joint Biomechanics, Queensland University of Technology, Brisbane, QLD, Australia

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• Kristine Italia,

  Roles Investigation, Validation, Writing – review & editing

  Affiliation Akunah Medical Technology Pty Ltd Company, Brisbane, QLD, Australia

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• Roberto Pareyon,

  Roles Formal analysis, Validation, Writing – review & editing

  Affiliation Queensland Unit for Advanced Shoulder Research (QUASR)/ARC Industrial Transformation Training Centre—Joint Biomechanics, Queensland University of Technology, Brisbane, QLD, Australia

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• A. S. Albahri,

  Roles Formal analysis, Investigation, Validation, Writing – review & editing

  Affiliation Technical College, Imam Ja’afar Al-Sadiq University, Baghdad, Iraq

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• Chun Ouyang,

  Roles Formal analysis, Investigation, Validation, Writing – review & editing

  Affiliation School of Information Systems, Queensland University of Technology, Brisbane, QLD, Australia

  https://orcid.org/0000-0001-7098-5480

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• Jose Santamaría,

  Roles Investigation, Project administration, Validation, Writing – review & editing

  Affiliation Department of Computer Science, University of Jaén, Jaén, Spain

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• Kenneth Cutbush,

  Roles Investigation, Validation, Writing – review & editing

  Affiliations Queensland Unit for Advanced Shoulder Research (QUASR)/ARC Industrial Transformation Training Centre—Joint Biomechanics, Queensland University of Technology, Brisbane, QLD, Australia, School of Medicine, The University of Queensland, Brisbane, QLD, Australia

  https://orcid.org/0000-0001-9784-8574

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• Ashish Gupta,

  Roles Data curation, Formal analysis, Investigation, Validation, Visualization, Writing – review & editing

  Affiliations Queensland Unit for Advanced Shoulder Research (QUASR)/ARC Industrial Transformation Training Centre—Joint Biomechanics, Queensland University of Technology, Brisbane, QLD, Australia, Akunah Medical Technology Pty Ltd Company, Brisbane, QLD, Australia, Greenslopes Private Hospital, Brisbane, QLD, Australia

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• Amin Abbosh,

  Roles Formal analysis, Investigation, Validation, Writing – review & editing

  Affiliation School of Information Technology and Electrical Engineering, Brisbane, QLD, Australia

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• Yuantong Gu

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations School of Mechanical, Medical, and Process Engineering, Queensland University of Technology, Brisbane, QLD, Australia, Queensland Unit for Advanced Shoulder Research (QUASR)/ARC Industrial Transformation Training Centre—Joint Biomechanics, Queensland University of Technology, Brisbane, QLD, Australia

  https://orcid.org/0000-0002-2770-5014

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