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Hypovascular pancreas head adenocarcinoma: CT texture analysis for assessment of resection margin status and high-risk features.

Ameya KulkarniIvan Carrion-MartinezNan N JiangSrikanth PuttaguntaLeyo RuoBrandon M MeyersTariq AzizChristian B van der Pol
Published in: European radiology (2020)
• CT texture analysis features are associated with pancreas head adenocarcinoma postoperative margin status which may help inform treatment decisions as a negative resection margin is required for cure. • CT texture analysis features are associated with pancreas head adenocarcinoma nodal disease, a poor prognostic feature. • Indicators of more aggressive pancreas head adenocarcinoma biology including tumor grade and LVI can be diagnosed using CT texture analysis with fair accuracy.
Keyphrases
  • contrast enhanced
  • squamous cell carcinoma
  • dual energy
  • magnetic resonance imaging
  • patients undergoing
  • lymph node
  • radiation therapy
  • deep learning
  • rectal cancer