Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset

• Freddy Oulia,

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

  Affiliations BIGR, Inserm, U1134, University Paris City, Paris, France, Faculty of Sciences and Technology, DSIMB, BIGR, Inserm, U1134, University of Reunion, Saint-Denis, France

  https://orcid.org/0000-0003-2497-6983

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• Philippe Charton,

  Roles Conceptualization, Formal analysis, Methodology, Writing – review & editing

  Affiliations BIGR, Inserm, U1134, University Paris City, Paris, France, Faculty of Sciences and Technology, DSIMB, BIGR, Inserm, U1134, University of Reunion, Saint-Denis, France

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• Muhammad Kabir,

  Roles Writing – review & editing

  Affiliation Department of Computer Science, University of Management and Technology, Lahore, Pakistan

  https://orcid.org/0000-0002-2488-1653

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• Fabrice Gardebien,

  Roles Writing – review & editing

  Affiliations BIGR, Inserm, U1134, University Paris City, Paris, France, Faculty of Sciences and Technology, DSIMB, BIGR, Inserm, U1134, University of Reunion, Saint-Denis, France

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• Cédric Damour,

  Roles Conceptualization, Formal analysis, Methodology, Writing – review & editing

  Affiliation Faculty of Sciences and Technology, ENERGYLab, University of Reunion, Saint-Denis, France

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• Frederic Cadet

  Roles Conceptualization, Formal analysis, Methodology, Writing – review & editing

  * E-mail: cedric.damour@univ-reunion.fr

  Affiliations BIGR, Inserm, U1134, University Paris City, Paris, France, Faculty of Sciences and Technology, DSIMB, BIGR, Inserm, U1134, University of Reunion, Saint-Denis, France, PEACCEL, AI for Biologics, Paris, France

  https://orcid.org/0000-0002-3568-9595

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