A deep learning framework for gait-based frailty classification using inertial measurement units

• Arslan Amjad ,

  Roles Conceptualization, Methodology, Software, Writing – original draft

  * E-mail: aabbasi@polsl.pl

  Affiliation Department of Computer Graphics, Vision and Digital Systems, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, Poland

  https://orcid.org/0000-0002-6711-4382

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• Agnieszka Szczęsna,

  Roles Formal analysis, Methodology, Project administration, Supervision, Validation, Writing – review & editing

  Affiliation Department of Computer Graphics, Vision and Digital Systems, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, Poland

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• Monika Błaszczyszyn,

  Roles Formal analysis, Supervision, Validation

  Affiliation Department of Physical Education and Sport, Faculty of Physical Education and Physiotherapy, Opole University of Technology, Opole, Poland

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• Jerzy Sacha,

  Roles Data curation

  Affiliations Department of Physical Education and Sport, Faculty of Physical Education and Physiotherapy, Opole University of Technology, Opole, Poland, Department of Cardiology, University Hospital, Institute of Medical Sciences, University of Opole, Opole, Poland

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• Magdalena Sacha,

  Roles Data curation

  Affiliation Department of Family Medicine and Public Health, Institute of Medical Sciences, Faculty of Medicine, University of Opole, Opole, Poland

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• Piotr Feusette,

  Roles Data curation

  Affiliation Department of Cardiology, University Hospital, Institute of Medical Sciences, University of Opole, Opole, Poland

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• Wojciech Wolański,

  Roles Data curation

  Affiliation Department of Rehabilitation, University Hospital, Institute of Medical Sciences, University of Opole, Opole, Poland

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• Mariusz Konieczny,

  Roles Data curation

  Affiliation Department of Physical Education and Sport, Faculty of Physical Education and Physiotherapy, Opole University of Technology, Opole, Poland

  https://orcid.org/0000-0001-7995-0882

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• Zbigniew Borysiuk,

  Roles Data curation

  Affiliation Department of Physical Education and Sport, Faculty of Physical Education and Physiotherapy, Opole University of Technology, Opole, Poland

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• Basheir khan

  Roles Resources, Software, Visualization

  Affiliation Faculty of Science, Institute of Mathematical Sciences, Universiti Malaya, Kuala Lumpur, Malaysia

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