Discovery of an Artificial Intelligence Label Feedback Loop: How the Success of a Clinically Implemented Artificial Intelligence Algorithm Has Created an Unforeseen Challenge to Algorithm Retraining.

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Title: Discovery of an Artificial Intelligence Label Feedback Loop: How the Success of a Clinically Implemented Artificial Intelligence Algorithm Has Created an Unforeseen Challenge to Algorithm Retraining.
Authors: Day PL; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States., Wieczorek MA; Department of Quantitative Health Sciences, Digital Innovation Lab, Mayo Clinic, Jacksonville, FL, United States., Rokke D; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States., Lantz E; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States., Bornhorst JA; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States., Jannetto PJ; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States., Carter RE; Department of Quantitative Health Sciences, Digital Innovation Lab, Mayo Clinic, Jacksonville, FL, United States.
Source: Clinical chemistry [Clin Chem] 2026 Apr 02; Vol. 72 (4), pp. 461-466.
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9421549 Publication Model: Print Cited Medium: Internet ISSN: 1530-8561 (Electronic) Linking ISSN: 00099147 NLM ISO Abbreviation: Clin Chem Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1530-8561
DOI:10.1093/clinchem/hvag001