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Radiomics features for the discrimination of tuberculomas from high grade gliomas and metastasis: a multimodal study.

Abhilasha IndoriaKarthik KulanthaiveluChandrajit PrasadDwarakanath SrinivasShilpa RaoNeelam SinhaVivek PotluriM NetravathiAtchayaram NaliniJitender Saini
Published in: Neuroradiology (2024)
This study demonstrates that radiomics features are effective in discriminating between tuberculoma, metastasis, and high-grade-glioma with notable accuracy and AUC scores. Features extracted from the ADC maps surfaced as the most robust predictors of the target variable.
Keyphrases
  • high grade
  • low grade
  • lymph node metastasis
  • magnetic resonance imaging
  • squamous cell carcinoma
  • contrast enhanced
  • chronic pain