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 …

Quantification, improvement, and harmonization of small lesion detection with state-of-the-art PET

CS van der Vos, D Koopman, S Rijnsdorp… - European journal of …, 2017 - Springer
In recent years, there have been multiple advances in positron emission
tomography/computed tomography (PET/CT) that improve cancer imaging. The present …

[HTML][HTML] A multi-centre evaluation of eleven clinically feasible brain PET/MRI attenuation correction techniques using a large cohort of patients

CN Ladefoged, I Law, U Anazodo, KS Lawrence… - Neuroimage, 2017 - Elsevier
Aim To accurately quantify the radioactivity concentration measured by PET, emission data
need to be corrected for photon attenuation; however, the MRI signal cannot easily be …

A deep learning approach for 18F-FDG PET attenuation correction

F Liu, H Jang, R Kijowski, G Zhao, T Bradshaw… - EJNMMI physics, 2018 - Springer
Background To develop and evaluate the feasibility of a data-driven deep learning approach
(deepAC) for positron-emission tomography (PET) image attenuation correction without …

From simultaneous to synergistic MR‐PET brain imaging: A review of hybrid MR‐PET imaging methodologies

Z Chen, SD Jamadar, S Li, F Sforazzini… - Human brain …, 2018 - Wiley Online Library
Abstract Simultaneous Magnetic Resonance Imaging (MRI) and Positron Emission
Tomography (PET) scanning is a recent major development in biomedical imaging. The full …

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 …

Hybrid imaging: instrumentation and data processing

J Cal-Gonzalez, I Rausch, LK Shiyam Sundar… - Frontiers in …, 2018 - frontiersin.org
State-of-the-art patient management frequently requires the use of non-invasive imaging
methods to assess the anatomy, function or molecular-biological conditions of patients or …

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 …