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
image quality
magnetic resonance imaging
contrast enhanced
dual energy
magnetic resonance
mass spectrometry