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

Christina AdamichouIrini GenitsaridiDionysis S NikolopoulosMyrto NikoloudakiArgyro RepaAlessandra BortoluzziAntonis Fanouriakis Prodromos Sidiropoulos Dimitrios T Boumpas George K Bertsias

Published in: Annals of the rheumatic diseases (2021)

We have developed and validated an accurate, clinician-friendly algorithm based on classical disease features for early SLE diagnosis and treatment to improve patient outcomes.

Keyphrases

systemic lupus erythematosus
machine learning
disease activity
low cost
artificial intelligence
deep learning
big data
high resolution
rheumatoid arthritis