Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations

• Himar Fabelo ,

  Contributed equally to this work with: Himar Fabelo, Samuel Ortega, Daniele Ravi, B. Ravi Kiran, Coralia Sosa, Diederik Bulters, Gustavo M. Callicó, Harry Bulstrode, Adam Szolna, Juan F. Piñeiro

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

  * E-mail: hfabelo@iuma.ulpgc.es

  Affiliation Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain

  http://orcid.org/0000-0002-9794-490X

  ⨯
• Samuel Ortega ,

  Contributed equally to this work with: Himar Fabelo, Samuel Ortega, Daniele Ravi, B. Ravi Kiran, Coralia Sosa, Diederik Bulters, Gustavo M. Callicó, Harry Bulstrode, Adam Szolna, Juan F. Piñeiro

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

  Affiliation Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain

  ⨯
• Daniele Ravi ,

  Contributed equally to this work with: Himar Fabelo, Samuel Ortega, Daniele Ravi, B. Ravi Kiran, Coralia Sosa, Diederik Bulters, Gustavo M. Callicó, Harry Bulstrode, Adam Szolna, Juan F. Piñeiro

  Roles Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliation The Hamlyn Centre, Imperial College London (ICL), London, United Kingdom

  ⨯
• B. Ravi Kiran ,

  Contributed equally to this work with: Himar Fabelo, Samuel Ortega, Daniele Ravi, B. Ravi Kiran, Coralia Sosa, Diederik Bulters, Gustavo M. Callicó, Harry Bulstrode, Adam Szolna, Juan F. Piñeiro

  Roles Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft

  Affiliation Laboratoire CRISTAL, Université Lille 3, Villeneuve-d’Ascq, France

  ⨯
• Coralia Sosa ,

  Contributed equally to this work with: Himar Fabelo, Samuel Ortega, Daniele Ravi, B. Ravi Kiran, Coralia Sosa, Diederik Bulters, Gustavo M. Callicó, Harry Bulstrode, Adam Szolna, Juan F. Piñeiro

  Roles Data curation, Validation, Writing – original draft

  Affiliation Department of Neurosurgery, University Hospital Doctor Negrin, Las Palmas de Gran Canaria, Spain

  ⨯
• Diederik Bulters ,

  Contributed equally to this work with: Himar Fabelo, Samuel Ortega, Daniele Ravi, B. Ravi Kiran, Coralia Sosa, Diederik Bulters, Gustavo M. Callicó, Harry Bulstrode, Adam Szolna, Juan F. Piñeiro

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

  Affiliation Wessex Neurological Centre, University Hospital Southampton, Tremona Road, Southampton, United Kingdom

  ⨯
• Gustavo M. Callicó ,

  Contributed equally to this work with: Himar Fabelo, Samuel Ortega, Daniele Ravi, B. Ravi Kiran, Coralia Sosa, Diederik Bulters, Gustavo M. Callicó, Harry Bulstrode, Adam Szolna, Juan F. Piñeiro

  Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  Affiliation Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain

  ⨯
• Harry Bulstrode ,

  Contributed equally to this work with: Himar Fabelo, Samuel Ortega, Daniele Ravi, B. Ravi Kiran, Coralia Sosa, Diederik Bulters, Gustavo M. Callicó, Harry Bulstrode, Adam Szolna, Juan F. Piñeiro

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

  Affiliation Department of Neurosurgery, Addenbrookes Hospital, University of Cambridge, Cambridge, United Kingdom

  ⨯
• Adam Szolna ,

  Contributed equally to this work with: Himar Fabelo, Samuel Ortega, Daniele Ravi, B. Ravi Kiran, Coralia Sosa, Diederik Bulters, Gustavo M. Callicó, Harry Bulstrode, Adam Szolna, Juan F. Piñeiro

  Roles Conceptualization, Data curation, Project administration, Resources, Supervision, Validation

  Affiliation Department of Neurosurgery, University Hospital Doctor Negrin, Las Palmas de Gran Canaria, Spain

  ⨯
• Juan F. Piñeiro ,

  Contributed equally to this work with: Himar Fabelo, Samuel Ortega, Daniele Ravi, B. Ravi Kiran, Coralia Sosa, Diederik Bulters, Gustavo M. Callicó, Harry Bulstrode, Adam Szolna, Juan F. Piñeiro

  Roles Conceptualization, Data curation, Formal analysis, Supervision, Validation

  Affiliation Department of Neurosurgery, University Hospital Doctor Negrin, Las Palmas de Gran Canaria, Spain

  ⨯
• Silvester Kabwama ,

  Roles Data curation, Investigation, Validation

  ¶‡ These authors also contributed equally to this work.

  Affiliation Wessex Neurological Centre, University Hospital Southampton, Tremona Road, Southampton, United Kingdom

  ⨯
• Daniel Madroñal ,

  Roles Investigation, Software

  ¶‡ These authors also contributed equally to this work.

  Affiliation Centre of Software Technologies and Multimedia Systems (CITSEM), Universidad Politecnica de Madrid (UPM), Madrid, Spain

  ⨯
• Raquel Lazcano ,

  Roles Investigation, Software

  ¶‡ These authors also contributed equally to this work.

  Affiliation Centre of Software Technologies and Multimedia Systems (CITSEM), Universidad Politecnica de Madrid (UPM), Madrid, Spain

  ⨯
• Aruma J-O’Shanahan ,

  Roles Data curation, Validation

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Neurosurgery, University Hospital Doctor Negrin, Las Palmas de Gran Canaria, Spain

  ⨯
• Sara Bisshopp ,

  Roles Data curation, Validation

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Neurosurgery, University Hospital Doctor Negrin, Las Palmas de Gran Canaria, Spain

  ⨯
• María Hernández ,

  Roles Data curation, Validation

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Neurosurgery, University Hospital Doctor Negrin, Las Palmas de Gran Canaria, Spain

  ⨯
• Abelardo Báez,

  Roles Data curation, Software, Writing – review & editing

  Affiliation Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain

  ⨯
• Guang-Zhong Yang,

  Roles Conceptualization, Formal analysis, Methodology, Project administration, Resources, Supervision

  Affiliation The Hamlyn Centre, Imperial College London (ICL), London, United Kingdom

  ⨯
• Bogdan Stanciulescu,

  Roles Conceptualization, Formal analysis, Methodology, Project administration, Resources, Supervision

  Affiliation Ecole Nationale Supérieure des Mines de Paris (ENSMP), MINES ParisTech, Paris, France

  ⨯
• Rubén Salvador,

  Roles Conceptualization, Formal analysis, Resources, Supervision, Writing – review & editing

  Affiliation Centre of Software Technologies and Multimedia Systems (CITSEM), Universidad Politecnica de Madrid (UPM), Madrid, Spain

  ⨯
• Eduardo Juárez,

  Roles Conceptualization, Formal analysis, Project administration, Resources, Supervision, Writing – review & editing

  Affiliation Centre of Software Technologies and Multimedia Systems (CITSEM), Universidad Politecnica de Madrid (UPM), Madrid, Spain

  ⨯
•  [ ... ],
• Roberto Sarmiento

  Roles Conceptualization, Formal analysis, Funding acquisition, Project administration, Resources, Supervision

  Affiliation Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Las Palmas de Gran Canaria, Spain

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