Capturing cell heterogeneity in representations of cell populations for image-based profiling using contrastive learning

• Robert van Dijk,

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

  Affiliation CellVoyant Technologies, Bristol, United Kingdom

  https://orcid.org/0000-0003-4982-9648

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• John Arevalo,

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

  Affiliation Imaging Platform, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0002-1138-5036

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• Mehrtash Babadi,

  Roles Conceptualization, Writing – review & editing

  Affiliation Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0003-1829-8397

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• Anne E. Carpenter,

  Roles Conceptualization, Funding acquisition, Resources, Writing – review & editing

  Affiliation Imaging Platform, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0003-1555-8261

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• Shantanu Singh

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

  * E-mail: shantanu@broadinstitute.org

  Affiliation Imaging Platform, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0003-3150-3025

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