A review of deep-learning-based approaches for attenuation correction in positron emission tomography

JS Lee - IEEE Transactions on Radiation and Plasma Medical …, 2020 - ieeexplore.ieee.org
Attenuation correction (AC) is essential for the generation of artifact-free and quantitatively
accurate positron emission tomography (PET) images. PET AC based on computed …

Roadmap toward the 10 ps time-of-flight PET challenge

P Lecoq, C Morel, JO Prior, D Visvikis… - Physics in Medicine …, 2020 - iopscience.iop.org
Since the seventies, positron emission tomography (PET) has become an invaluable
medical molecular imaging modality with an unprecedented sensitivity at the picomolar …

PET/MR technology: advancement and challenges

B Bogdanovic, EL Solari, AV Asiares, L McIntosh… - Seminars in Nuclear …, 2022 - Elsevier
When this article was written, it coincided with the 11th anniversary of the installation of our
PET/MR device in Munich. In fact, this was the first fully integrated device to be in clinical …

Joint EANM/EANO/RANO/SNMMI practice guideline/procedure standards for diagnostics and therapy (theranostics) of meningiomas using radiolabeled somatostatin …

NL Albert, M Preusser, T Traub-Weidinger… - European Journal of …, 2024 - Springer
Purpose To provide practice guideline/procedure standards for diagnostics and therapy
(theranostics) of meningiomas using radiolabeled somatostatin receptor (SSTR) ligands …

Time of flight in perspective: instrumental and computational aspects of time resolution in positron emission tomography

DR Schaart, G Schramm, J Nuyts… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
The first time-of-flight positron emission tomography (TOF-PET) scanners were developed
as early as in the 1980s. However, the poor light output and low detection efficiency of TOF …

Deep-learning-based methods of attenuation correction for SPECT and PET

X Chen, C Liu - Journal of Nuclear Cardiology, 2023 - Elsevier
Attenuation correction (AC) is essential for quantitative analysis and clinical diagnosis of
single-photon emission computed tomography (SPECT) and positron emission tomography …

In vivo synaptic density relates to glucose metabolism at rest in healthy subjects, but is strongly modulated by regional differences

J van Aalst, J Ceccarini, S Sunaert… - Journal of Cerebral …, 2021 - journals.sagepub.com
Preclinical and postmortem studies have suggested that regional synaptic density and
glucose consumption (CMRGlc) are strongly related. However, the relation between …

Magnetic resonance-based attenuation correction and scatter correction in neurological positron emission tomography/magnetic resonance imaging—current status …

J Teuho, A Torrado-Carvajal, H Herzog… - Frontiers in …, 2020 - frontiersin.org
In this review, we will summarize the past and current state-of-the-art developments in
attenuation and scatter correction approaches for hybrid positron emission tomography …

Regional Accuracy of ZTE-Based Attenuation Correction in Static [18F]FDG and Dynamic [18F]PE2I Brain PET/MR

G Schramm, M Koole, SMA Willekens, A Rezaei… - Frontiers in …, 2019 - frontiersin.org
Accurate MR-based attenuation correction (MRAC) is essential for quantitative PET/MR
imaging of the brain. In this study, we analyze the regional bias caused by MRAC based on …

Comparison of deep learning-based emission-only attenuation correction methods for positron emission tomography

D Hwang, SK Kang, KY Kim, H Choi, JS Lee - European Journal of …, 2022 - Springer
Purpose This study aims to compare two approaches using only emission PET data and a
convolution neural network (CNN) to correct the attenuation (μ) of the annihilation photons in …