Pyrros, Ayis
Borstelmann, Stephen M.
Mantravadi, Ramana
Zaiman, Zachary
Thomas, Kaesha
Price, Brandon http://orcid.org/0000-0002-1445-2521
Greenstein, Eugene
Siddiqui, Nasir
Willis, Melinda
Shulhan, Ihar http://orcid.org/0009-0006-9369-1876
Hines-Shah, John
Horowitz, Jeanne M.
Nikolaidis, Paul
Lungren, Matthew P.
Rodríguez-Fernández, Jorge Mario http://orcid.org/0000-0003-4888-2041
Gichoya, Judy Wawira http://orcid.org/0000-0002-1097-316X
Koyejo, Sanmi http://orcid.org/0000-0002-4023-419X
Flanders, Adam E
Khandwala, Nishith
Gupta, Amit
Garrett, John W. http://orcid.org/0000-0002-8152-736X
Cohen, Joseph Paul
Layden, Brian T.
Pickhardt, Perry J.
Galanter, William
Funding for this research was provided by:
U.S. Department of Health & Human Services | NIH | National Institute of Biomedical Imaging and Bioengineering (75N92020C00008, 75N92020C00021, 75N92020C00008, 75N92020C00021, 75N92020C00008, 75N92020C00021)
U.S. Department of Health & Human Services | NIH | National Institute of Biomedical Imaging and Bioengineering
U.S. Department of Health & Human Services | NIH | National Institute of Biomedical Imaging and Bioengineering
U.S. Department of Health & Human Services | NIH | National Institute of Biomedical Imaging and Bioengineering
U.S. Department of Health & Human Services | NIH | National Institute of Biomedical Imaging and Bioengineering
U.S. Department of Health & Human Services | NIH | National Institute of Biomedical Imaging and Bioengineering
U.S. Department of Health & Human Services | NIH | U.S. National Library of Medicine (R01LM013151, R01LM013151)
U.S. Department of Health & Human Services | NIH | U.S. National Library of Medicine
Article History
Received: 14 December 2022
Accepted: 19 June 2023
First Online: 7 July 2023
Competing interests
: A.P., S.K., N.S. are co-inventors of the patent “comorbidity prediction from radiology images,” which protects the potential uses of comorbidity prediction from radiographs in value-based healthcare (applicants: DuPage Medical Group, University of Illinois, inventors: Oluwasanmi Koyejo, Andrew Chen, Patrick Cole, Nasir Siddiqui, Ayis Pyrros, U.S. Patent Application No. 17/861,347). A.P. is an advisor to Brainnet and Inference Analytics. M.P.L. is employed by Microsoft. N.K. is employed by BunkerHill Health. R.M. is an operating advisor at Ares Private Equity and CEO of Brainnet. P.P. is an advisor to Nanox-X, Bracco, and GE Healthcare. The remaining authors declare no competing interests.