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Dual-Level Augmentation Radiomics Analysis for Multisequence MRI Meningioma Grading.

Zongyou CaiLun M WongYe Heng WongHok-Lam LeeKam-Yau LiTiffany Y So
Published in: Cancers (2023)
The dual-level augmentation strategy using IA and FA significantly improves the performance of the radiomics model for meningioma grading on MRI, allowing better radiomics-based preoperative stratification and individualized treatment.
Keyphrases
  • contrast enhanced
  • magnetic resonance imaging
  • lymph node metastasis
  • magnetic resonance
  • computed tomography
  • diffusion weighted imaging
  • soft tissue
  • optic nerve
  • combination therapy
  • replacement therapy
  • data analysis