A transfer learning approach to facilitate ComBat-based harmonization of multicentre radiomic features in new datasets

• Ronrick Da-ano ,

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

  * E-mail: ronrickarnaiz@gmail.com

  Affiliation INSERM, UMR 1101, LaTIM, University of Brest, Brest, France

  https://orcid.org/0000-0002-5730-4211

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• François Lucia,

  Roles Data curation

  Affiliations INSERM, UMR 1101, LaTIM, University of Brest, Brest, France, Radiation Oncology Department, University Hospital, Brest, France

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• Ingrid Masson,

  Roles Data curation

  Affiliations INSERM, UMR 1101, LaTIM, University of Brest, Brest, France, Department of Radiation Oncology, Institut de cancérologie de l’Ouest René-Gauducheau, Saint-Herblain, France

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• Ronan Abgral,

  Roles Writing – review & editing

  Affiliation Department of Nuclear Medicine, University of Brest, Brest, France

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• Joanne Alfieri,

  Roles Writing – original draft, Writing – review & editing

  Affiliation Department of Radiation Oncology, McGill University Health Centre, Montreal, Quebec

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• Caroline Rousseau,

  Roles Writing – original draft

  Affiliation Department of Nuclear Medicine, Institut de cancérologie de l’Ouest René-Gauducheau, Saint-Herblain, France

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• Augustin Mervoyer,

  Roles Writing – original draft

  Affiliation Department of Radiation Oncology, Institut de cancérologie de l’Ouest René-Gauducheau, Saint-Herblain, France

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• Caroline Reinhold,

  Roles Writing – original draft

  Affiliations Department of Radiology, McGill University Health Centre, Montreal, Canada, Augmented Intelligence & Precision Health Laboratory of the Research Institute of McGill University Health Centre, Montreal, Canada

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• Olivier Pradier,

  Roles Writing – original draft

  Affiliations INSERM, UMR 1101, LaTIM, University of Brest, Brest, France, Radiation Oncology Department, University Hospital, Brest, France

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• Ulrike Schick,

  Roles Data curation, Writing – original draft

  Affiliations INSERM, UMR 1101, LaTIM, University of Brest, Brest, France, Radiation Oncology Department, University Hospital, Brest, France

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• Dimitris Visvikis ,

  Contributed equally to this work with: Dimitris Visvikis, Mathieu Hatt

  Roles Conceptualization, Methodology, Supervision

  Affiliation INSERM, UMR 1101, LaTIM, University of Brest, Brest, France

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• Mathieu Hatt

  Contributed equally to this work with: Dimitris Visvikis, Mathieu Hatt

  Roles Conceptualization, Methodology, Supervision

  Affiliation INSERM, UMR 1101, LaTIM, University of Brest, Brest, France

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