Automated liver lesion detection in 68Ga DOTATATE PET/CT using a deep fully convolutional neural network

Automated liver lesion detection in 68Ga DOTATATE PET/CT using a deep fully convolutional neural network

Abstract Background Gastroenteropancreatic neuroendocrine tumors most commonly metastasize to the liver; however, high normal background 68Ga-DOTATATE activity and high image noise make metastatic lesions difficult to detect. The purpose of this study is to develop a rapid, automated and highly spec...

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Bibliographic Details
Main Authors: Jonathan Wehrend, Michael Silosky, Fuyong Xing, Bennett B. Chin
Format: Article
Language:English
Published: SpringerOpen 2021-10-01
Series:EJNMMI Research
Subjects:
Deep learning
Convolutional neural network
Neuroendocrine tumor
DOTATATE
Somatostatin receptor
Positron emission tomography
Online Access:https://doi.org/10.1186/s13550-021-00839-x

Internet

https://doi.org/10.1186/s13550-021-00839-x

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