A Deep Learning Anthropomorphic Model Observer for a Detection Task in PET

Muhan Shao,Darrin W. Byrd,Jhimli Mitra,Fatemeh Behnia,Jean H. Lee, Amir Iravani, Murat Sadic,Delphine L. Chen,Scott D. Wollenweber,Craig K. Abbey,Paul E. Kinahan,Sangtae Ahn

MEDICAL PHYSICS（2024）

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关键词

channelized Hotelling observer (CHO),convolutional neural network (CNN),deep learning,detection,model observer,positron emission tomography (PET),transformer,two-alternative forced-choice (2AFC)

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