Advances in multimodal data fusion in neuroimaging: overview, challenges, and novel orientation

YD Zhang, Z Dong, SH Wang, X Yu, X Yao, Q Zhou… - Information …, 2020 - Elsevier
Multimodal fusion in neuroimaging combines data from multiple imaging modalities to
overcome the fundamental limitations of individual modalities. Neuroimaging fusion can …

Artificial intelligence and machine learning in nuclear medicine: future perspectives

R Seifert, M Weber, E Kocakavuk, C Rischpler… - Seminars in nuclear …, 2021 - Elsevier
Artificial intelligence and machine learning based approaches are increasingly finding their
way into various areas of nuclear medicine imaging. With the technical development of new …

Attenuation correction for human PET/MRI studies

C Catana - Physics in Medicine & Biology, 2020 - iopscience.iop.org
Attenuation correction has been one of the main methodological challenges in the
integrated positron emission tomography and magnetic resonance imaging (PET/MRI) field …

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 …

Multimodal phantoms for clinical PET/MRI

E Lennie, C Tsoumpas, S Sourbron - EJNMMI physics, 2021 - Springer
Phantoms are commonly used throughout medical imaging and medical physics for a
multitude of applications, the designs of which vary between modalities and clinical or …

Synergistic motion compensation strategies for positron emission tomography when acquired simultaneously with magnetic resonance imaging

I Polycarpou, G Soultanidis… - … Transactions of the …, 2021 - royalsocietypublishing.org
Subject motion in positron emission tomography (PET) is a key factor that degrades image
resolution and quality, limiting its potential capabilities. Correcting for it is complicated due to …

A deep learning-based whole-body solution for PET/MRI attenuation correction

S Ahangari, A Beck Olin, M Kinggård Federspiel… - EJNMMI physics, 2022 - Springer
Background Deep convolutional neural networks have demonstrated robust and reliable
PET attenuation correction (AC) as an alternative to conventional AC methods in integrated …

Detection and characterization of thrombosis in humans using fibrin-targeted positron emission tomography and magnetic resonance

D Izquierdo-Garcia, P Désogère, AL Philip… - Cardiovascular …, 2022 - jacc.org
Objectives The authors present a novel technique to detect and characterize LAA thrombus
in humans using combined positron emission tomography (PET)/cardiac magnetic …

[HTML][HTML] Critical review of PET imaging for detection and characterization of the atherosclerotic plaques with emphasis on limitations of FDG-PET compared to NaF …

A Alavi, TJ Werner, W Raynor… - American Journal of …, 2021 - ncbi.nlm.nih.gov
Applications of various positron emission tomography (PET) tracers for assessing
atherosclerosis have been evolving over the years. 18 F-fluorodeoxyglucose (FDG)-PET …

Joint activity and attenuation reconstruction from multiple energy window data with photopeak scatter re-estimation in non-TOF 3-D PET

L Brusaferri, A Bousse, EC Emond… - … on Radiation and …, 2020 - ieeexplore.ieee.org
Estimation of attenuation from positron emission tomography (PET) data only is of interest for
hybrid PET-MR and systems where CT is not available or recommended. However, when …