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Authors
Pierson, Hannah E. https://orcid.org/0000-0003-3347-3958
Shand, Zachary
Invik, Jesse https://orcid.org/0000-0001-9680-4297
Wang, Yang
Ohal, Vishwajeet
Smith, Kane
Patel, Devanshi
Pierson, Roger A. https://orcid.org/0000-0003-4435-0515
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Article History
Received: 14 May 2025
Accepted: 4 November 2025
First Online: 12 November 2025
Declarations
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: This study involving de-identified patient health information was conducted in accordance with the ethical standards of the institutional and national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards. The Human Ethics—Biomedical Research Ethics Board of the University of Saskatchewan approved this study (BIO-5251). Waiver of consent was granted by the Human Ethics—Biomedical Research Ethics Board of the University of Saskatchewan (BIO-5251).
: Not applicable.
: Financial interests: RAP is CSO of Synergyne and a shareholder within the company. HP and JI are employees of Synergyne. ZS is an employee of Cybera Inc. YW, VO, KS, and DP were employed by Cybera Inc. during development of the computational models. No other financial interests to disclose. Non-financial interests: The authors declare they have no non-financial interests to declare.
