Unsupervised model for structure segmentation applied to brain computed tomography

• Paulo Victor dos Santos ,

  Contributed equally to this work with: Paulo Victor dos Santos, Marcella Scoczynski Ribeiro Martins, Solange Amorim Nogueira, Cristhiane Gonçalves, Rafael Maffei Loureiro, Wesley Pacheco Calixto

  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: paulodos@ieee.org (PVS); wesley.pacheco@ufg.br (WPC)

  Affiliations Electrical, Mechanical & Computer Engineering School, Federal University of Goias, Goiania, Brazil, Department of Radiology, Hospital Israelita Albert Einstein, Sao Paulo, Sao Paulo, Brazil, Technology Research and Development Center (GCITE), Federal Institute of Goias, Goiania, Brazil

  https://orcid.org/0000-0002-8267-7562

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• Marcella Scoczynski Ribeiro Martins ,

  Contributed equally to this work with: Paulo Victor dos Santos, Marcella Scoczynski Ribeiro Martins, Solange Amorim Nogueira, Cristhiane Gonçalves, Rafael Maffei Loureiro, Wesley Pacheco Calixto

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

  Affiliations Electrical, Mechanical & Computer Engineering School, Federal University of Goias, Goiania, Brazil, Federal University of Technology - Parana, Ponta Grossa, Parana, Brazil

  https://orcid.org/0000-0002-5716-4968

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• Solange Amorim Nogueira ,

  Contributed equally to this work with: Paulo Victor dos Santos, Marcella Scoczynski Ribeiro Martins, Solange Amorim Nogueira, Cristhiane Gonçalves, Rafael Maffei Loureiro, Wesley Pacheco Calixto

  Roles Validation, Writing – original draft, Writing – review & editing

  Affiliations Electrical, Mechanical & Computer Engineering School, Federal University of Goias, Goiania, Brazil, Department of Radiology, Hospital Israelita Albert Einstein, Sao Paulo, Sao Paulo, Brazil

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• Cristhiane Gonçalves ,

  Contributed equally to this work with: Paulo Victor dos Santos, Marcella Scoczynski Ribeiro Martins, Solange Amorim Nogueira, Cristhiane Gonçalves, Rafael Maffei Loureiro, Wesley Pacheco Calixto

  Roles Methodology, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Federal University of Technology - Parana, Ponta Grossa, Parana, Brazil

  https://orcid.org/0000-0002-3894-2971

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• Rafael Maffei Loureiro ,

  Contributed equally to this work with: Paulo Victor dos Santos, Marcella Scoczynski Ribeiro Martins, Solange Amorim Nogueira, Cristhiane Gonçalves, Rafael Maffei Loureiro, Wesley Pacheco Calixto

  Roles Data curation, Investigation, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Radiology, Hospital Israelita Albert Einstein, Sao Paulo, Sao Paulo, Brazil

  https://orcid.org/0000-0002-1635-2225

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• Wesley Pacheco Calixto

  Contributed equally to this work with: Paulo Victor dos Santos, Marcella Scoczynski Ribeiro Martins, Solange Amorim Nogueira, Cristhiane Gonçalves, Rafael Maffei Loureiro, Wesley Pacheco Calixto

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

  * E-mail: paulodos@ieee.org (PVS); wesley.pacheco@ufg.br (WPC)

  Affiliations Electrical, Mechanical & Computer Engineering School, Federal University of Goias, Goiania, Brazil, Technology Research and Development Center (GCITE), Federal Institute of Goias, Goiania, Brazil

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