PET-MRI: a review of challenges and solutions in the development of integrated multimodality imaging

S Vandenberghe, PK Marsden - Physics in Medicine & Biology, 2015 - iopscience.iop.org
The integration of positron emission tomography (PET) and magnetic resonance imaging
(MRI) has been an ongoing research topic for the last 20 years. This paper gives an …

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 …

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 …

Machine learning in PET: from photon detection to quantitative image reconstruction

K Gong, E Berg, SR Cherry, J Qi - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
Machine learning has found unique applications in nuclear medicine from photon detection
to quantitative image reconstruction. Although there have been impressive strides in …

Competitive advantage of PET/MRI

H Jadvar, PM Colletti - European journal of radiology, 2014 - Elsevier
Multimodality imaging has made great strides in the imaging evaluation of patients with a
variety of diseases. Positron emission tomography/computed tomography (PET/CT) is now …

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 …

[HTML][HTML] Combined PET/MR imaging in neurology: MR-based attenuation correction implies a strong spatial bias when ignoring bone

FL Andersen, CN Ladefoged, T Beyer, SH Keller… - Neuroimage, 2014 - Elsevier
Abstract Aim Combined PET/MR systems have now become available for clinical use. Given
the lack of integrated standard transmission (TX) sources in these systems, attenuation and …

Attenuation correction of PET/MR imaging

Y Chen, H An - Magnetic Resonance Imaging Clinics, 2017 - mri.theclinics.com
Simultaneous PET and MR imaging offers unprecedented opportunities to synergize the
physiologic and molecular imaging capability of PET and the excellent anatomic and …

Whole-body PET/MR imaging: quantitative evaluation of a novel model-based MR attenuation correction method including bone

DH Paulus, HH Quick, C Geppert… - Journal of Nuclear …, 2015 - jnm.snmjournals.org
In routine whole-body PET/MR hybrid imaging, attenuation correction (AC) is usually
performed by segmentation methods based on a Dixon MR sequence providing up to 4 …

Short-T2 MRI: Principles and recent advances

M Weiger, KP Pruessmann - Progress in nuclear magnetic resonance …, 2019 - Elsevier
Among current modalities of biomedical and diagnostic imaging, MRI stands out by virtue of
its versatile contrast obtained without ionizing radiation. However, in various cases, eg …