CT Texture Analysis of Perihilar Cholangiocarcinoma-Associations With Tumor Grading, Tumor Markers and Clinical Outcome.

Jakob LeonhardiArsen SabanovAnne Kathrin HöhnRobert SucherDaniel SeehoferMatthias MehdornBenedikt SchnarkowskiSebastian EbelTimm DeneckeHans-Jonas Meyer

Published in: Cancer reports (Hoboken, N.J.) (2024)

Several texture features derived from CT images were associated with tumor characteristics and survival in patients with perihilar cholangiocarcinomas. CT texture features could be used as valuable novel imaging markers in clinical routine.

Keyphrases

contrast enhanced
computed tomography
image quality
dual energy
magnetic resonance imaging
magnetic resonance
high resolution
positron emission tomography
deep learning
machine learning
clinical practice
convolutional neural network
fluorescence imaging