About the Authors

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

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

Mehrtash Babadi

Roles Conceptualization, Writing – review & editing

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

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

Shantanu Singh

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

shantanu@broadinstitute.org

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

Competing Interests

S.S. and A.E.C. serve as scientific advisors for companies that use image-based profiling and Cell Painting (A.E.C: Recursion, SyzOnc, Quiver Bioscience; S.S.: Waypoint Bio, Dewpoint Therapeutics, Deepcell) and receive honoraria for occasional talks at pharmaceutical and biotechnology companies. R.v.D is an employee of CellVoyant. All other authors declare no competing interests.