Predicting FDG-PET Images From Multi-Contrast MRI Using Deep Learning in Patients With Brain Neoplasms
Journal
Journal of magnetic resonance imaging : JMRI
Journal Volume
59
Journal Issue
3
Date Issued
2024-03
Author(s)
Ouyang, Jiahong
Duarte Armindo, Rui
Davidzon, Guido Alejandro
Hawk, Kristina Elizabeth
Moradi, Farshad
Rosenberg, Jarrett
Lan, Ella
Zhang, Helena
Zaharchuk, Greg
Abstract
18 F-fluorodeoxyglucose (FDG) positron emission tomography (PET) is valuable for determining presence of viable tumor, but is limited by geographical restrictions, radiation exposure, and high cost.
Subjects
FDG PET imaging; PET-MR; brain neoplasm; deep learning
Type
journal article