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 …

A review of substitute CT generation for MRI-only radiation therapy

JM Edmund, T Nyholm - Radiation Oncology, 2017 - Springer
Radiotherapy based on magnetic resonance imaging as the sole modality (MRI-only RT) is
an area of growing scientific interest due to the increasing use of MRI for both target and …

MR‐based synthetic CT generation using a deep convolutional neural network method

X Han - Medical physics, 2017 - Wiley Online Library
Purpose Interests have been rapidly growing in the field of radiotherapy to replace CT with
magnetic resonance imaging (MRI), due to superior soft tissue contrast offered by MRI and …

Systematic review of synthetic computed tomography generation methodologies for use in magnetic resonance imaging–only radiation therapy

E Johnstone, JJ Wyatt, AM Henry, SC Short… - International Journal of …, 2018 - Elsevier
Magnetic resonance imaging (MRI) offers superior soft-tissue contrast as compared with
computed tomography (CT), which is conventionally used for radiation therapy treatment …

Attenuation correction synthesis for hybrid PET-MR scanners: application to brain studies

N Burgos, MJ Cardoso, K Thielemans… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Attenuation correction is an essential requirement for quantification of positron emission
tomography (PET) data. In PET/CT acquisition systems, attenuation maps are derived from …

MRI-only treatment planning: benefits and challenges

AM Owrangi, PB Greer… - Physics in Medicine & …, 2018 - iopscience.iop.org
Over the past decade, the application of magnetic resonance imaging (MRI) has increased,
and there is growing evidence to suggest that improvements in the accuracy of target …

Generating patient specific pseudo-CT of the head from MR using atlas-based regression

J Sjölund, D Forsberg, M Andersson… - Physics in Medicine & …, 2015 - iopscience.iop.org
Radiotherapy planning and attenuation correction of PET images require simulation of
radiation transport. The necessary physical properties are typically derived from computed …

Comparison of onboard low-field magnetic resonance imaging versus onboard computed tomography for anatomy visualization in radiotherapy

CE Noel, PJ Parikh, CR Spencer, OL Green, Y Hu… - Acta …, 2015 - Taylor & Francis
Background. Onboard magnetic resonance imaging (OB-MRI) for daily localization and
adaptive radiotherapy has been under development by several groups. However, no clinical …

Patch‐based generation of a pseudo CT from conventional MRI sequences for MRI‐only radiotherapy of the brain

D Andreasen, K Van Leemput, RH Hansen… - Medical …, 2015 - Wiley Online Library
Purpose: In radiotherapy (RT) based on magnetic resonance imaging (MRI) as the only
modality, the information on electron density must be derived from the MRI scan by creating …

Vision 20/20: magnetic resonance imaging‐guided attenuation correction in PET/MRI: challenges, solutions, and opportunities

A Mehranian, H Arabi, H Zaidi - Medical physics, 2016 - Wiley Online Library
Attenuation correction is an essential component of the long chain of data correction
techniques required to achieve the full potential of quantitative positron emission …