Prediction of 1-Year Activity in Systemic Lupus Erythematosus: Hierarchical Machine Learning Approach
Prediction of 1-Year Activity in Systemic Lupus Erythematosus: Hierarchical Machine Learning Approach
Livia Lilli
1, 2
, MSc ;
Laura Antenucci
1, 2
, MSc ;
Augusta Ortolan
3
, MD ;
Silvia Laura Bosello
3
, MD ;
Stefano Patarnello
1
, MSc ;
Carlotta Masciocchi
1
, PhD ;
Marco Gorini
4
, MsC ;
Gabriella Castellino
4
, MD ;
Alfredo Cesario
1, 5
, MD ;
Maria Antonietta D'Agostino
3
, MD ;
Jacopo Lenkowicz
1
, PhD
1
Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
2
Catholic University of the Sacred Heart, Rome, Italy
3
Department of Rheumatology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
4
AstraZeneca, Milano Innovation District (MIND), Milan, Italy
5
Gemelli Digital Medicine & Health Srl, Rome, Italy