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Lupus or not? SLE Risk Probability Index (SLERPI): a simple, clinician-friendly machine learning-based model to assist the diagnosis of systemic lupus erythematosus

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Lupus or not? SLE Risk Probability Index (SLERPI): a simple, clinician-friendly machine learning-based model to assist the diagnosis of systemic lupus erythematosus

Annals of the Rheumatic Diseases

Fecha de publicación: 10 de febrero de2021

DOI: 10.1136/annrheumdis-2020-219069

Autores: Christina Adamichou, Irini Genitsaridi, Dionysis Nikolopoulos, Myrto Nikoloudaki, Argyro Repa, Alessandra Bortoluzzi, Antonis Fanouriakis, Prodromos Sidiropoulos, Dimitrios T Boumpas, George K Bertsias

Background: Diagnostic reasoning in systemic lupus erythematosus (SLE) is a complex process reflecting the probability of disease at a given timepoint against competing diagnoses. We applied machine learning in well-characterised patient data sets to develop an algorithm that can aid SLE diagnosis.

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