Pancreas adenocarcinoma CT texture analysis: comparison of 3D and 2D tumor segmentation techniques.

Ameya KulkarniIvan Carrion-MartinezKiret DhindsaAmer A AlarefRadu RozenbergChristian B van der Pol

Published in: Abdominal radiology (New York) (2020)

While pancreas adenocarcinoma CTTA features obtained using 3D and 2D segmentation have multiple associations with clinically relevant outcomes, these segmentation techniques are likely not interchangeable other than for mean HU.

Keyphrases

deep learning
convolutional neural network
squamous cell carcinoma
contrast enhanced
locally advanced
computed tomography
magnetic resonance imaging
machine learning
adipose tissue
metabolic syndrome
rectal cancer