About the Authors

Crystal T. Chang

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing – original draft, Writing – review & editing

☯ These authors contributed equally as co-first authors to this manuscript.

Affiliation Department of Dermatology, Stanford University, Stanford, California, United States of America

Neha Srivathsa

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing – original draft, Writing – review & editing

☯ These authors contributed equally as co-first authors to this manuscript.

Affiliation Department of Computer Science, Stanford University, Stanford, California, United States of America

Charbel Bou-Khalil

Roles Data curation, Investigation, Writing – review & editing

Affiliation School of Medicine, Stanford University, Stanford, California, United States of America

Akshay Swaminathan

Roles Data curation, Investigation, Writing – review & editing

Affiliation School of Medicine, Stanford University, Stanford, California, United States of America

Mitchell R. Lunn

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

Affiliations Division of Nephrology, Department of Medicine, Stanford University School of Medicine, Stanford, California, United States of America, Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California, United States of America, The PRIDE Study/PRIDEnet, Stanford University School of Medicine, Stanford, California, United States of America

Kavita Mishra

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

Affiliation Department of Obstetrics and Gynecology, Stanford University, Stanford, California, United States of America

Sanmi Koyejo

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

roxanad@stanford.edu (RD); sanmi@cs.stanford.edu (SK)

☯ These authors contributed equally as co-first authors to this manuscript.

Affiliation Department of Computer Science, Stanford University, Stanford, California, United States of America

Roxana Daneshjou

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

roxanad@stanford.edu (RD); sanmi@cs.stanford.edu (SK)

‡ These authors contributed equally as co-senior authors to this manuscript.

Affiliations Department of Dermatology, Stanford University, Stanford, California, United States of America, School of Medicine, Stanford University, Stanford, California, United States of America

Competing Interests

I have read the journal’s policy and the authors of this manuscript have the following competing interests: MRL has received consulting fees from Hims and Hers Health Inc., Folx Health Inc., Otsuka Pharmaceutical Development and Commercialization, Inc., and the American Dental Association. RD has served as an advisor to MDAlgorithms and Revea and received consulting fees from Pfizer, L’Oreal, Frazier Healthcare Partners, and DWA, and research funding from UCB. SK is a co-founder of Virtue AI and recently consulted with Google Deepmind.