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Can machine learning unravel the complex IIM spectrum?

Authors :
Hector Chinoy
James B. Lilleker
Source :
Lilleker, J B & Chinoy, H 2020, ' Can machine learning unravel the complex IIM spectrum? ', Nature Reviews Rheumatology . https://doi.org/10.1038/s41584-020-0412-6
Publication Year :
2020
Publisher :
Springer Science and Business Media LLC, 2020.

Abstract

Idiopathic inflammatory myopathies (IIMs) are heterogeneous conditions, and the optimal way to classify patients and divide them into subgroups remains unclear. Could machine learning techniques be the answer to the problem of defining homogeneous disease phenotypes, enabling stratified treatment approaches and the formulation of future IIM classification criteria?

Details

ISSN :
17594804 and 17594790
Volume :
16
Database :
OpenAIRE
Journal :
Nature Reviews Rheumatology
Accession number :
edsair.doi.dedup.....e2dbfaec954536e41233ce319523d66e
Full Text :
https://doi.org/10.1038/s41584-020-0412-6