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Multi-lesion radiomics model for discrimination of relapsing-remitting multiple sclerosis and neuropsychiatric systemic lupus erythematosus.

Xiao LuoSirong PiaoHaiqing LiYuxin LiWei XiaYifang BaoXueling LiuDaoying GengHao WuLiqin Yang
Published in: European radiology (2022)
• Radiomic features of brain lesions in RRMS and NPSLE were different. • The multi-lesion radiomics model constructed using a merging strategy was comprehensively superior to the single-lesion-based model for discrimination of RRMS and NPSLE. • The RRMS-NPSLE discrimination model showed a significantly better performance or a trend toward significance than the radiologists.
Keyphrases
  • multiple sclerosis
  • systemic lupus erythematosus
  • white matter
  • squamous cell carcinoma
  • magnetic resonance imaging
  • lymph node metastasis
  • rheumatoid arthritis
  • contrast enhanced
  • blood brain barrier
  • resting state