"Virtual" attenuation correction: improving stress myocardial perfusion SPECT imaging using deep learning.

Tomoe HagioAlexis Poitrasson-RivièreJonathan B MoodyJennifer M RenaudLiliana Arida-MoodyRavi V ShahEdward P FicaroVenkatesh L Murthy

Published in: European journal of nuclear medicine and molecular imaging (2022)

The proposed DL algorithm provided attenuation correction comparable to CTAC without the need for additional scans. Compared to conventional NAC perfusion imaging, DLAC significantly improved diagnostic accuracy.

Keyphrases

deep learning
high resolution
machine learning
computed tomography
transcription factor
contrast enhanced
artificial intelligence
convolutional neural network
magnetic resonance
fluorescence imaging
neural network