About the Authors

Amanda Craine

Contributed equally to this work with: Amanda Craine, Adarsh Krishnamurthy, Francisco Contijoch, Andrew D. McCulloch

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

Affiliation Department of Bioengineering, University of California San Diego, La Jolla, California, United States of America

Adarsh Krishnamurthy

Contributed equally to this work with: Amanda Craine, Adarsh Krishnamurthy, Francisco Contijoch, Andrew D. McCulloch

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Supervision, Visualization, Writing – original draft, Writing – review & editing

Affiliations Department of Bioengineering, University of California San Diego, La Jolla, California, United States of America, Department of Mechanical Engineering, Iowa State University, Ames, Iowa, United States of America

Christopher T. Villongco

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft

Affiliation Department of Bioengineering, University of California San Diego, La Jolla, California, United States of America

Kevin Vincent

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing – original draft

Affiliation Department of Bioengineering, University of California San Diego, La Jolla, California, United States of America

David E. Krummen

Roles Conceptualization, Investigation, Supervision, Writing – original draft

Affiliations Department of Medicine (Cardiology), University of California San Diego, La Jolla, California, United States of America, US Department of Veterans Affairs San Diego Healthcare System, San Diego, California, United States of America

Sanjiv M. Narayan

Roles Conceptualization, Data curation, Investigation, Writing – original draft

Affiliation Stanford University Medical Center, Stanford, California, United States of America

Roy C. P. Kerckhoffs

Roles Conceptualization, Investigation, Supervision, Writing – original draft

Affiliation Department of Bioengineering, University of California San Diego, La Jolla, California, United States of America

Jeffrey H. Omens

Roles Conceptualization, Investigation, Supervision, Writing – original draft

Affiliations Department of Bioengineering, University of California San Diego, La Jolla, California, United States of America, Department of Medicine (Cardiology), University of California San Diego, La Jolla, California, United States of America

Francisco Contijoch

Contributed equally to this work with: Amanda Craine, Adarsh Krishnamurthy, Francisco Contijoch, Andrew D. McCulloch

Roles Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

fcontijoch@ucsd.edu

Affiliations Department of Bioengineering, University of California San Diego, La Jolla, California, United States of America, Department of Radiology, University of California San Diego, La Jolla, California, United States of America

Andrew D. McCulloch

Contributed equally to this work with: Amanda Craine, Adarsh Krishnamurthy, Francisco Contijoch, Andrew D. McCulloch

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Project administration, Software, Supervision, Writing – original draft, Writing – review & editing

Affiliations Department of Bioengineering, University of California San Diego, La Jolla, California, United States of America, Department of Medicine (Cardiology), University of California San Diego, La Jolla, 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: Patent applications related to the technology described here have been submitted in the United States (“Compositions and methods for patient-specific modeling to predict outcomes of cardiac resynchronization therapy,” serial no. P00015-268P01; “Patient-specific modeling of ventricular activation pattern using surface ECG-derived vectorcardiogram in bundle branch block,” serial no. PCT/US15/36788). A.D.M and J.H.O are co-founders and equity-holders in Insilicomed, Inc., a licensee of UC San Diego software used in this research. A.D.M, C.T.V, and D.E.K. are co-founders and equity holders of Vektor Medical Inc., which was not involved in this research. Vektor Medical and Insilicomed, Inc. had no involvement at all in design, performance, analysis or funding of the present study. Vektor Medical and Insilicomed are licensees of intellectual property arising from or used in this research. This relationship has been disclosed to, reviewed, and approved by the University of California San Diego in accordance with its conflict of interest policies.