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

OBJECTIVES: 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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Bibliografiske detaljer
Udgivet i:Ann Rheum Dis
Main Authors: Adamichou, Christina, Genitsaridi, Irini, Nikolopoulos, Dionysis, Nikoloudaki, Myrto, Repa, Argyro, Bortoluzzi, Alessandra, Fanouriakis, Antonis, Sidiropoulos, Prodromos, Boumpas, Dimitrios T, Bertsias, George K
Format: Artigo
Sprog:Inglês
Udgivet: BMJ Publishing Group 2021
Fag:
Systemic Lupus Erythematosus
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8142436/
https://ncbi.nlm.nih.gov/pubmed/33568388
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/annrheumdis-2020-219069
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