Deep neural network-based segmentation of normal and abnormal pancreas on abdominal CT: evaluation of global and local accuracies.

Satomi KawamotoZhuotun ZhuLinda C ChuAmmar A JavedBenedict Kinny-KösterChristopher L WolfgangRalph H HrubanKenneth W KinzlerDaniel Fadaei FouladiAlejandra BlancoShahab ShayestehElliot K Fishman

Published in: Abdominal radiology (New York) (2023)

Pancreas DNN segmentation is accurate in a majority of cases, however, minor manual editing may be necessary; particularly in abnormal pancreas.

Keyphrases

neural network
deep learning
convolutional neural network
crispr cas
computed tomography
high resolution
contrast enhanced
image quality
magnetic resonance imaging
dual energy
machine learning
positron emission tomography
pet ct