Applying Pix2pix to Translate Hyperemia in Blood Pool Image into Corresponding Increased Bone Uptake in Delayed Image in Three-Phase Bone Scintigraphy.

Ki Seong ParkJang Bae MoonSang-Geon ChoJahae KimHo-Chun Song

Published in: Nuclear medicine and molecular imaging (2023)

The model based on pix2pix generated increased uptake in delayed images matching the hyperemia in the blood pool image in inflammatory arthritis and CRPS.

Keyphrases

deep learning
bone mineral density
convolutional neural network
soft tissue
rheumatoid arthritis
bone loss
oxidative stress
machine learning
postmenopausal women
bone regeneration
pet ct