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A Clinically and Biologically Based Subclassification of the Idiopathic Inflammatory Myopathies Using Machine Learning.

Simon W M EngJeannette M OlazagastiAnna GoldenbergCynthia S CrowsonChester V OddisTimothy B NiewoldRae S M YeungAnn M Reed
Published in: ACR open rheumatology (2020)
Using unsupervised machine learning, we identified clinically and biologically homogeneous groups of patients with IIMs, forming the basis of an integrated disease classification based on both clinical and biological phenotype, thus validating other approaches and what has been previously described.
Keyphrases
  • machine learning
  • artificial intelligence
  • big data
  • deep learning
  • oxidative stress