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Calibrated, explainable machine learning on routine laboratory data to characterize diagnostic assignment patterns in

Amal Mohamed Elmesiry1, Amira Shahin Ibrahim1, Hemmat A Elabd1

  • 1Department of Rheumatology and Rehabilitation, Faculty of Medicine for Girls, Al Azhar University, Cairo, Egypt.

BMC Rheumatology
|December 30, 2025
PubMed
Abstract

No abstract available in PubMed .

Keywords:
CalibrationDifferential diagnosisExplainable AILaboratory biomarkersMachine learningMulticlass classificationRheumatologySHAPSeronegativeSpondyloarthritis

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