Mason, Ashley E.
Hecht, Frederick M.
Davis, Shakti K.
Natale, Joseph L.
Hartogensis, Wendy
Damaso, Natalie
Claypool, Kajal T.
Dilchert, Stephan
Dasgupta, Subhasis
Purawat, Shweta
Viswanath, Varun K.
Klein, Amit
Chowdhary, Anoushka
Fisher, Sarah M.
Anglo, Claudine
Puldon, Karena Y.
Veasna, Danou
Prather, Jenifer G.
Pandya, Leena S.
Fox, Lindsey M.
Busch, Michael
Giordano, Casey
Mercado, Brittany K.
Song, Jining
Jaimes, Rafael
Baum, Brian S.
Telfer, Brian A.
Philipson, Casandra W.
Collins, Paula P.
Rao, Adam A.
Wang, Edward J.
Bandi, Rachel H.
Choe, Bianca J.
Epel, Elissa S.
Epstein, Stephen K.
Krasnoff, Joanne B.
Lee, Marco B.
Lee, Shi-Wen
Lopez, Gina M.
Mehta, Arpan
Melville, Laura D.
Moon, Tiffany S.
Mujica-Parodi, Lilianne R.
Noel, Kimberly M.
Orosco, Michael A.
Rideout, Jesse M.
Robishaw, Janet D.
Rodriguez, Robert M.
Shah, Kaushal H.
Siegal, Jonathan H.
Gupta, Amarnath
Altintas, Ilkay
Smarr, Benjamin L.
Funding for this research was provided by:
Medical Technology Enterprise Consortium (MTEC-20-12-COVID19-Diagnostics-023)
Department of Defense, Air Force Office of Scientific Research (MIT CA-0156247 3144-41)
Oura Health Oy
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Article History
Received: 15 September 2021
Accepted: 14 February 2022
First Online: 2 March 2022
Change Date: 16 March 2022
Change Type: Correction
Change Details: A Correction to this paper has been published:
Change Details: https://doi.org/10.1038/s41598-022-08723-x
Competing interests
: Co-Authors Affiliated with the MIT Lincoln Laboratory: Patent US 10332638 was issued to MIT in June 2019 and covers aspects of the physiological data pre-processing and classifier training and testing. Patent inventors: A. Swiston, T. Patel, L. Milechin, J. Fleischman, W. Pratt, and A. Honko. None of the patent inventors are authors on this manuscript. Elissa S. Epel, PhD Dr. Epel has received loaned equipment from Oura Health to conduct research using Oura Rings. Ashley Mason, PhD, and Benjamin Smarr, PhD Patent applications US App. No. 17/357,922, US App. No. 17/357,930, and PCT App. No. PCT/US21/39260 have been filed as of July 2021 by Ōura Health Oy on behalf of UCSD. All applications cover use of wearable device data to detect illness onset. Authors A. Mason and B. Smarr are listed as co-inventors on these applications. Benjamin Smarr, PhD Dr. Smarr has received remuneration for consulting work from, and has a financial interest in Oura Ring Inc. Other authors declare no competing interests.