Applications of generative adversarial networks (GANs) in positron emission tomography (PET) imaging: A review

ID Apostolopoulos, ND Papathanasiou… - European Journal of …, 2022 - Springer
Purpose This paper reviews recent applications of Generative Adversarial Networks (GANs)
in Positron Emission Tomography (PET) imaging. Recent advances in Deep Learning (DL) …

[HTML][HTML] A review of PET attenuation correction methods for PET-MR

G Krokos, J MacKewn, J Dunn, P Marsden - EJNMMI physics, 2023 - Springer
Despite being thirteen years since the installation of the first PET-MR system, the scanners
constitute a very small proportion of the total hybrid PET systems installed. This is in stark …

Parametric image generation with the uEXPLORER total-body PET/CT system through deep learning

Z Huang, Y Wu, F Fu, N Meng, F Gu, Q Wu… - European Journal of …, 2022 - Springer
Purpose Total-body dynamic positron emission tomography/computed tomography
(PET/CT) provides much sensitivity for clinical imaging and research, bringing new …

Medical Multi-Modal Image Transformation With Modality Code Awareness

Z Li, Y Jin, Q Li, Z Huang, Z Chen… - … on Radiation and …, 2024 - ieeexplore.ieee.org
In the planning phase of radiation therapy, positron emission tomography (PET) images are
frequently integrated with computed tomography (CT) and MRI to accurately delineate the …

[HTML][HTML] A systematic literature review: deep learning techniques for synthetic medical image generation and their applications in radiotherapy

MK Sherwani, S Gopalakrishnan - Frontiers in Radiology, 2024 - frontiersin.org
The aim of this systematic review is to determine whether Deep Learning (DL) algorithms
can provide a clinically feasible alternative to classic algorithms for synthetic Computer …

Adaptive Multimodality Translation for Nonattenuation Corrected Total-Body PET

Y Jin, Q Li, Z Huang, C Zhou, X Zhang… - 2023 IEEE Nuclear …, 2023 - ieeexplore.ieee.org
CT and MR images are usually used as an accompaniment for PET to help doctors
diagnose diseases. However, it is resource intensive and cannot ensure the consistency of …