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Authors
Gianaros, Peter J. https://orcid.org/0000-0003-2313-5277
Rasero, Javier https://orcid.org/0000-0003-1661-2856
DuPont, Caitlin M. https://orcid.org/0000-0002-8102-5845
Kraynak, Thomas E. https://orcid.org/0000-0002-0510-0866
Gross, James J. https://orcid.org/0000-0003-3624-3090
McRae, Kateri https://orcid.org/0000-0002-6629-9733
Wright, Aidan G.C. https://orcid.org/0000-0002-2369-0601
Verstynen, Timothy D. https://orcid.org/0000-0003-4720-0336
Barinas-Mitchell, Emma https://orcid.org/0000-0002-7280-7781
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Article History
Received: 13 July 2021
Accepted: 17 December 2021
First Online: 19 February 2022
Additional Information
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: Research reported in this publication was supported by the National Heart, Lung, and Blood Institute of the National Institutes of Health under Award Numbers P01 HL040962 and R01 HL 1089850. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
: Data and code are publicly available at OSF (), GitHub (), and NeuroVault ().
: The authors declare no competing interests.
: P.J. Gianaros conceived the study and hypotheses, obtained research funding from NIH, planned the project, and oversaw data collection. E. Barinas-Mitchell oversaw the carotid artery ultrasound protocol, as well as scoring and quality control procedures to generate intima-media thickness data. P.J. Gianaros, T.E. Kraynak, C.M. DuPont, J. Rasero, J.J. Gross, K.M. McRae, A.G.C. Wright, T.D. Verstynen, and E. Barinas-Mitchell collaborated on and finalized the pre-registration and data-analysis plan. J. Rasero and T.E. Kraynak prepared and implemented machine learning models of MRI data with P.J. Gianaros and T.D. Verstynen. C.M. DuPont and P.J. Gianaros prepared and implemented regression and correlation analyses. P.J. Gianaros, T.E. Kraynak, C.M. DuPont, J. Rasero, J.J. Gross, K.M. McRae, A.G.C. Wright, T.D. Verstynen, and E. Barinas-Mitchell discussed and interpreted results, contributed to manuscript preparation and its revisions.
