Cargando…
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....
Autores principales: | Adamichou, Christina, Genitsaridi, Irini, Nikolopoulos, Dionysis, Nikoloudaki, Myrto, Repa, Argyro, Bortoluzzi, Alessandra, Fanouriakis, Antonis, Sidiropoulos, Prodromos, Boumpas, Dimitrios T, Bertsias, George K |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8142436/ https://www.ncbi.nlm.nih.gov/pubmed/33568388 http://dx.doi.org/10.1136/annrheumdis-2020-219069 |
Ejemplares similares
-
Combined genetic and transcriptome analysis of patients with SLE: distinct, targetable signatures for susceptibility and severity
por: Panousis, Nikolaos I, et al.
Publicado: (2019) -
Cross-species transcriptome analysis for early detection and specific therapeutic targeting of human lupus nephritis
por: Frangou, Eleni, et al.
Publicado: (2022) -
Microglia activation in the presence of intact blood–brain barrier and disruption of hippocampal neurogenesis via IL-6 and IL-18 mediate early diffuse neuropsychiatric lupus
por: Nikolopoulos, Dionysis, et al.
Publicado: (2023) -
Transcriptome reprogramming and myeloid skewing in haematopoietic stem and progenitor cells in systemic lupus erythematosus
por: Grigoriou, Maria, et al.
Publicado: (2020) -
Development and Implementation of a Pilot Registry for Monitoring the Efficacy and Safety of Novel Therapies in Patients with Systemic Lupus Erythematosus
por: Adamichou, Christina, et al.
Publicado: (2020)