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Authors
Yan, Muqing
Zeng, Qiandong
Zhang, Zhenxi
Okamoto, Patricia
Letovsky, Stanley
Kenyon, Angela
Leach, Natalia
Reiner, Jennifer
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Funding
Funding for this research was provided by:
labcorp
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Article History
Received: 23 April 2025
Accepted: 8 July 2025
First Online: 6 August 2025
Declarations
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: Informed consent for the use of data from human participants is not applicable to this study due to de-identification of all clinical specimens (see the US Federal Policy for the Protection of Human Subjects, (45 CFR part 46.101(b)(4))). All work presented herein complied with international standards on ethical research established by the Helsinki Declaration of 1975, as revised in 2024. This study was not reviewed by a formal Institutional Review Board or Research Ethics Committee, as these entities are not present within this organization. The contents of this manuscript have been reviewed for compliance by the Labcorp Legal department and the Department of Science and Technology.
: Not applicable.
: MY, ZZ, QZ, AK, PO, SL, NL, and JR are current employees of Labcorp, a commercial laboratory that receives compensation for clinical testing. A provisional patent application for the machine learning model presented herein has been submitted with MY, QZ, AK, SL and JR listed as inventors.
