Latent representation of H&E images retains biological information in a breast cancer cohort

• Chloé Benmussa ,

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

  * E-mail: chloebenmussa@gmail.com

  ¤ Current address: School of Computer Science, Reichman University IDC, Herzliya, Israel

  Affiliation School of Computer Science, Reichman University IDC, Herzliya, Israel

  https://orcid.org/0000-0003-4293-8606

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• Esther Sanfeliu,

  Roles Data curation

  Affiliations Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain, Department of Pathology, Hospital Clínic of Barcelona, Barcelona, Spain

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• Anabel Martínez-Romero,

  Roles Data curation

  Affiliations Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain, Department of Pathology, Hospital Clínic of Barcelona, Barcelona, Spain

  https://orcid.org/0000-0001-5626-6674

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• Blanca González-Farré,

  Roles Data curation

  Affiliations Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain, Department of Pathology, Hospital Clínic of Barcelona, Barcelona, Spain

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• Tomás Pascual,

  Roles Data curation

  Affiliations Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain, Cancer Institute and Blood Diseases, Hospital Clínic of Barcelona, Barcelona, Spain, SOLTI Breast Cancer Research Group, Barcelona, Spain

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• Joaquín Gavilá,

  Roles Data curation

  Affiliations SOLTI Breast Cancer Research Group, Barcelona, Spain, Department of Medical Oncology, Instituto Valenciano de Oncología, Valencia, Spain

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• Alona Levy-Jurgenson,

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

  Affiliations School of Computer Science, Reichman University IDC, Herzliya, Israel, Faculty of Computer Science, Technion, Haifa, Israel

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• Ariel Shamir,

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

  Affiliation School of Computer Science, Reichman University IDC, Herzliya, Israel

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• Fara Brasó-Maristany,

  Roles Data curation, Project administration, Validation, Writing – review & editing

  Affiliations Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain, Cancer Institute and Blood Diseases, Hospital Clínic of Barcelona, Barcelona, Spain, Reveal Genomics, Barcelona, Spain

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• Aleix Prat,

  Roles Data curation, Funding acquisition, Supervision

  Affiliations Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain, Cancer Institute and Blood Diseases, Hospital Clínic of Barcelona, Barcelona, Spain, Reveal Genomics, Barcelona, Spain, Department of Medicine, University of Barcelona, Barcelona, Spain, Institute of Oncology (IOB)-Hospital QuirónSalud, Barcelona, Spain

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• Zohar Yakhini

  Roles Conceptualization, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliations School of Computer Science, Reichman University IDC, Herzliya, Israel, Faculty of Computer Science, Technion, Haifa, Israel

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