Automatic emphysema detection using weakly labeled HRCT lung images

• Isabel Pino Peña ,

  Contributed equally to this work with: Isabel Pino Peña, Veronika Cheplygina

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: ipino@hst.aau.dk (IPP); v.cheplygina@tue.nl (VC)

  Affiliation Department of Health Science and Technology, Aalborg University, Aalborg, Denmark

  http://orcid.org/0000-0002-4956-0098

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• Veronika Cheplygina ,

  Contributed equally to this work with: Isabel Pino Peña, Veronika Cheplygina

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: ipino@hst.aau.dk (IPP); v.cheplygina@tue.nl (VC)

  Affiliations Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands, Biomedical Imaging Group Rotterdam, Erasmus Medical Center, Rotterdam, The Netherlands

  http://orcid.org/0000-0003-0176-9324

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• Sofia Paschaloudi ,

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

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Diagnostic Imaging, Vendsyssel Hospital, Fredrikshavn, Denmark

  http://orcid.org/0000-0002-7330-0392

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• Morten Vuust ,

  Roles Conceptualization, Data curation, Validation, Visualization, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Diagnostic Imaging, Vendsyssel Hospital, Fredrikshavn, Denmark

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• Jesper Carl ,

  Roles Conceptualization, Data curation, Supervision, Validation, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Clinical Medicine, Aalborg University Hospital, Aalborg, Denmark

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• Ulla Møller Weinreich ,

  Roles Conceptualization, Data curation, Supervision, Visualization, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliations Department of Clinical Medicine, Aalborg University Hospital, Aalborg, Denmark, Department of Pulmonary Medicine, Aalborg University Hospital, Aalborg, Denmark

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• Lasse Riis Østergaard ,

  Roles Conceptualization, Investigation, Methodology, Supervision, Validation, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Health Science and Technology, Aalborg University, Aalborg, Denmark

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• Marleen de Bruijne

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Validation, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliations Biomedical Imaging Group Rotterdam, Erasmus Medical Center, Rotterdam, The Netherlands, Department of Computer Science, University of Copenhagen, Copenhagen, Denmark

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