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Heterogeneity Diffusion Imaging of gliomas: Initial experience and validation.

Qing WangGloria J Guzmán Pérez-CarrilloMaria Rosana PonisioPamela LaMontagneJeffrey R MillmanDaniel S MarcusMikhail MilchenkoJoshua ShimonyJingxia LiuGengsheng ChenAmber SalterParinaz MassoumzadehMichelle M Miller-ThomasKeith M RichJonathan McConathyTammie L S BenzingerYong Wang
Published in: PloS one (2019)
Conventional apparent diffusion coefficient, which measures averaged pathology properties of brain tumors, has compromised accuracy and specificity. HDI holds great promise to accurately separate and quantify the tumor cell fraction, the tumor cell packing density, edema, and capillary blood perfusion, thereby leading to an improved microenvironment characterization of primary brain tumors. Larger studies will further establish HDI's clinical value and use for facilitating biopsy planning, treatment evaluation, and noninvasive tumor grading.
Keyphrases
  • single cell
  • cell therapy
  • high resolution
  • magnetic resonance imaging
  • diffusion weighted imaging
  • machine learning
  • contrast enhanced
  • artificial intelligence
  • smoking cessation
  • fluorescence imaging